Associations

[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.

Associations

[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.

sofifa_id

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

age

-0.75

gk_positioning

-0.52

overall

-0.49

movement_reactions

-0.47

gk_handling

-0.47

gk_diving

-0.45

gk_reflexes

-0.42

mentality_composure

-0.41

gk_speed

-0.41

passing

-0.40

gk_kicking

-0.40

physic

-0.39

power_shot_power

-0.32

power_strength

-0.30

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

international_reputation

0.40

team_position

0.32

real_face

0.28

league_name

0.24

skill_moves

0.23

contract_valid_until

0.21

player_tags

0.18

work_rate

0.14

weak_foot

0.14

nation_position

0.12

league_rank

0.04

preferred_foot

0.00

MOST FREQUENT VALUES

158023

1

<0.1%

237332

1

<0.1%

235505

1

<0.1%

234912

1

<0.1%

233463

1

<0.1%

233280

1

<0.1%

232269

1

<0.1%

231987

1

<0.1%

231931

1

<0.1%

229527

1

<0.1%

228131

1

<0.1%

227751

1

<0.1%

224403

1

<0.1%

222229

1

<0.1%

221859

1

<0.1%

SMALLEST VALUES

41

1

<0.1%

1179

1

<0.1%

2147

1

<0.1%

2702

1

<0.1%

3281

1

<0.1%

3467

1

<0.1%

9014

1

<0.1%

10899

1

<0.1%

11381

1

<0.1%

18115

1

<0.1%

18122

1

<0.1%

19541

1

<0.1%

20209

1

<0.1%

20775

1

<0.1%

20801

1

<0.1%

LARGEST VALUES

258970

1

<0.1%

258968

1

<0.1%

258958

1

<0.1%

258954

1

<0.1%

258953

1

<0.1%

258952

1

<0.1%

258951

1

<0.1%

258950

1

<0.1%

258949

1

<0.1%

258948

1

<0.1%

258947

1

<0.1%

258946

1

<0.1%

258945

1

<0.1%

258944

1

<0.1%

258941

1

<0.1%

player_url

MISSING:

---

1

<1%

-

https://sofifa.com/player/158023/lionel-messi/210002

1

<1%

-

https://sofifa.com/player/237332/alfie-may/210002

1

<1%

-

https://sofifa.com/player/235505/willian-candia/210002

1

<1%

-

https://sofifa.com/player/234912/joel-geissmann/210002

1

<1%

-

https://sofifa.com/player/233463/steffen-lie-skalevik/210002

1

<1%

-

https://sofifa.com/player/233280/min-gi-lee/210002

1

<1%

-

https://sofifa.com/player/232269/yong-joon-heo/210002

1

<1%

-

https://sofifa.com/player/231987/taylor-washington/210002

1

<1%

-

https://sofifa.com/player/231931/hernan-lopes/210002

1

<1%

-

https://sofifa.com/player/229527/sergiy-gryn/210002

1

<1%

-

https://sofifa.com/player/228131/ji-min-lee/210002

1

<1%

-

https://sofifa.com/player/227751/jae-woo-bae/210002

1

<1%

-

https://sofifa.com/player/224403/gabriel-alanis/210002

1

<1%

-

https://sofifa.com/player/222229/hyung-mo-yang/210002

1

<1%

-

https://sofifa.com/player/221859/ju-yong-lee/210002

1

<1%

-

https://sofifa.com/player/220271/malick-evouna/210002

1

<1%

-

https://sofifa.com/player/219518/pablo-becker/210002

1

<1%

-

https://sofifa.com/player/235607/tony-rocha/210002

1

<1%

-

https://sofifa.com/player/237355/nicke-kabamba/210002

1

<1%

-

https://sofifa.com/player/20801/c-ronaldo-dos-santos-aveiro/210002

1

<1%

-

https://sofifa.com/player/238970/nils-butzen/210002

1

<1%

-

https://sofifa.com/player/253620/angel-ojeda/210002

1

<1%

-

https://sofifa.com/player/252574/diego-zivulic/210002

1

<1%

-

https://sofifa.com/player/251440/lukas-scepanik/210002

1

<1%

-

https://sofifa.com/player/251128/nicolai-geertsen/210002

1

<1%

-

https://sofifa.com/player/251088/kamil-koscielny/210002

1

<1%

-

https://sofifa.com/player/248030/mihai-leca/210002

1

<1%

-

https://sofifa.com/player/245612/eiichi-katayama/210002

1

<1%

-

https://sofifa.com/player/244415/thomas-rotter/210002

1

<1%

-

https://sofifa.com/player/244315/badr-boulahroud/210002

1

<1%

-

https://sofifa.com/player/243896/ayoub-abdellaoui/210002

1

<1%

-

https://sofifa.com/player/242764/hideki-ishige/210002

1

<1%

-

https://sofifa.com/player/241475/pyry-soiri/210002

1

<1%

-

https://sofifa.com/player/239852/diego-barreto/210002

1

<1%

-

https://sofifa.com/player/239636/ayo-simon-okosun/210002

1

<1%

-

https://sofifa.com/player/239352/rene-guder/210002

1

<1%

-

https://sofifa.com/player/219275/mateusz-kupczak/210002

1

<1%

-

https://sofifa.com/player/218292/david-djigla/210002

1

<1%

-

https://sofifa.com/player/214893/szymon-sobczak/210002

1

<1%

-

https://sofifa.com/player/213589/joaquin-munoz/210002

1

<1%

-

https://sofifa.com/player/186494/mark-oxley/210002

1

<1%

-

https://sofifa.com/player/256941/adon-gomis/210002

1

<1%

-

https://sofifa.com/player/250785/sebastian-santin/210002

1

<1%

-

https://sofifa.com/player/248846/oguz-yilmaz/210002

1

<1%

-

https://sofifa.com/player/242032/diego-gonzalez/210002

1

<1%

-

https://sofifa.com/player/240274/branislav-pindroch/210002

1

<1%

-

https://sofifa.com/player/234934/edvinas-girdvainis/210002

1

<1%

-

https://sofifa.com/player/232581/carlos-eduardo-bendini-giusti/210002

1

<1%

-

https://sofifa.com/player/232082/andrew-tarbell/210002

1

<1%

-

https://sofifa.com/player/231956/junjian-liao/210002

1

<1%

-

https://sofifa.com/player/228464/jin-hyuk-kim/210002

1

<1%

-

https://sofifa.com/player/226775/jay-chapman/210002

1

<1%

-

https://sofifa.com/player/226654/sebastian-ring/210002

1

<1%

-

https://sofifa.com/player/219453/maciej-urbanczyk/210002

1

<1%

-

https://sofifa.com/player/215598/shani-tarashaj/210002

1

<1%

-

https://sofifa.com/player/187363/julio-gonzalez/210002

1

<1%

-

https://sofifa.com/player/190179/david-cornell/210002

1

<1%

-

https://sofifa.com/player/198497/mark-connolly/210002

1

<1%

-

https://sofifa.com/player/206520/won-sik-kim/210002

1

<1%

-

https://sofifa.com/player/213369/kwame-yeboah/210002

18,884

>99%

-

(Other)

short_name

MISSING:

---

13

<1%

-

J. Rodríguez

8

<1%

-

Paulinho

7

<1%

-

M. Smith

7

<1%

-

J. Jones

7

<1%

-

A. González

7

<1%

-

J. González

7

<1%

-

R. Fernández

6

<1%

-

J. Sánchez

6

<1%

-

J. Williams

6

<1%

-

J. Rojas

6

<1%

-

A. Traoré

6

<1%

-

J. García

5

<1%

-

D. Rodríguez

5

<1%

-

E. López

5

<1%

-

J. Clarke

5

<1%

-

E. Pérez

5

<1%

-

Danilo

5

<1%

-

J. Hernández

5

<1%

-

J. Angulo

5

<1%

-

Y. Kobayashi

5

<1%

-

L. López

5

<1%

-

J. Murillo

5

<1%

-

A. Gómez

5

<1%

-

J. Valencia

5

<1%

-

J. Brown

5

<1%

-

J. Arias

5

<1%

-

A. Keita

4

<1%

-

A. López

4

<1%

-

S. Long

4

<1%

-

A. Jones

4

<1%

-

João Pedro

4

<1%

-

J. Ramírez

4

<1%

-

J. Lewis

4

<1%

-

J. Moreno

4

<1%

-

J. Murphy

4

<1%

-

F. Rodríguez

4

<1%

-

E. Martínez

4

<1%

-

J. Martin

4

<1%

-

S. Rodríguez

4

<1%

-

Fernando

4

<1%

-

K. Nakamura

4

<1%

-

A. Ioniță

4

<1%

-

C. Núñez

4

<1%

-

J. Torres

4

<1%

-

J. Vargas

4

<1%

-

J. Fernández

4

<1%

-

G. Fernández

4

<1%

-

M. Camara

4

<1%

-

D. Martínez

4

<1%

-

L. Thomas

4

<1%

-

J. Young

4

<1%

-

M. Andersen

4

<1%

-

Felipe

4

<1%

-

M. Fernández

4

<1%

-

R. Williams

4

<1%

-

M. Suárez

4

<1%

-

R. Edwards

4

<1%

-

L. Kelly

4

<1%

-

Rafinha

4

<1%

-

F. Torres

18,651

98%

-

(Other)

long_name

MISSING:

---

3

<1%

-

Liam Kelly

3

<1%

-

Matthew Smith

2

<1%

-

松田陸

2

<1%

-

Ethan Ross

2

<1%

-

Alfie Jones

2

<1%

-

Ibrahim Cissé

2

<1%

-

Ladislav Krejčí

2

<1%

-

이재성 李在成

2

<1%

-

Jack Evans

2

<1%

-

Tommy Smith

2

<1%

-

Patrick Herrmann

2

<1%

-

Mark Byrne

2

<1%

-

James Clarke

2

<1%

-

Nathan Ferguson

2

<1%

-

Axel Sjöberg

2

<1%

-

Ryan Edwards

2

<1%

-

Joe Walsh

2

<1%

-

James Wilson

2

<1%

-

Ibrahim Sissoko

2

<1%

-

Joe Lewis

2

<1%

-

Michael Smith

2

<1%

-

Adama Traoré

2

<1%

-

Ben Davies

2

<1%

-

Ousmane Camara

2

<1%

-

Joe Willis

2

<1%

-

Tom Davies

2

<1%

-

Sam Long

2

<1%

-

Danny Ward

2

<1%

-

Luis Robles

2

<1%

-

James Jones

2

<1%

-

Joe Riley

2

<1%

-

Joe Wright

2

<1%

-

Shane Griffin

2

<1%

-

Scott Brown

2

<1%

-

Luke Thomas

2

<1%

-

Conor Grant

2

<1%

-

刘洋

2

<1%

-

Yusuf Erdoğan

2

<1%

-

Stefan Savić

2

<1%

-

Reece James

2

<1%

-

Patrick Schmidt

2

<1%

-

Danny Rose

2

<1%

-

王鹏

2

<1%

-

Luke McCormick

2

<1%

-

李帅

2

<1%

-

Abdulaziz Majrashi

1

<1%

-

Malick Evouna

1

<1%

-

Alessio Bottani

1

<1%

-

이주용 李周勇

1

<1%

-

Mateusz Kupczak

1

<1%

-

Peter Orry Larsen

1

<1%

-

David Djigla

1

<1%

-

Szymon Sobczak

1

<1%

-

Joaquín Emanuel Muñoz Almarza

1

<1%

-

Pablo Ignacio Becker

1

<1%

-

양형모 梁瀅模

1

<1%

-

Louis Ferenc Puskas Fenton

1

<1%

-

Marek Štěch

1

<1%

-

Colin Daniel

1

<1%

-

Gabriel Gustavo Alanís

18,836

>99%

-

(Other)

age

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

sofifa_id

-0.75

gk_positioning

0.56

gk_handling

0.49

overall

0.47

gk_diving

0.46

movement_reactions

0.46

physic

0.44

gk_reflexes

0.43

gk_kicking

0.42

gk_speed

0.37

mentality_composure

0.36

power_strength

0.35

passing

0.34

power_shot_power

0.27

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

team_position

0.39

international_reputation

0.30

contract_valid_until

0.24

league_name

0.21

real_face

0.17

skill_moves

0.17

work_rate

0.15

player_tags

0.14

nation_position

0.12

league_rank

0.12

weak_foot

0.11

preferred_foot

0.00

MOST FREQUENT VALUES

23

1,473

7.8%

22

1,435

7.6%

20

1,427

7.5%

24

1,423

7.5%

21

1,383

7.3%

26

1,277

6.7%

28

1,274

6.7%

25

1,250

6.6%

27

1,217

6.4%

29

1,045

5.5%

19

1,032

5.4%

30

935

4.9%

31

768

4.1%

18

668

3.5%

32

628

3.3%

SMALLEST VALUES

16

29

0.2%

17

273

1.4%

18

668

3.5%

19

1,032

5.4%

20

1,427

7.5%

21

1,383

7.3%

22

1,435

7.6%

23

1,473

7.8%

24

1,423

7.5%

25

1,250

6.6%

26

1,277

6.7%

27

1,217

6.4%

28

1,274

6.7%

29

1,045

5.5%

30

935

4.9%

LARGEST VALUES

53

1

<0.1%

43

2

<0.1%

42

5

<0.1%

41

7

<0.1%

40

13

<0.1%

39

28

0.1%

38

57

0.3%

37

81

0.4%

36

160

0.8%

35

218

1.2%

34

359

1.9%

33

476

2.5%

32

628

3.3%

31

768

4.1%

30

935

4.9%

dob

MISSING:

---

128

<1%

-

1992-02-29

124

<1%

-

1996-02-29

89

<1%

-

2000-02-29

45

<1%

-

1988-02-29

14

<1%

-

1984-02-29

12

<1%

-

1996-03-06

12

<1%

-

1997-01-01

12

<1%

-

2000-02-22

12

<1%

-

2000-02-02

12

<1%

-

1997-01-03

11

<1%

-

2000-01-18

11

<1%

-

1999-02-25

11

<1%

-

1998-01-12

11

<1%

-

1999-03-09

11

<1%

-

1997-04-24

11

<1%

-

2000-01-20

11

<1%

-

1999-01-21

11

<1%

-

1994-04-25

11

<1%

-

2000-03-25

11

<1%

-

1997-03-16

11

<1%

-

1996-01-01

11

<1%

-

1999-03-18

11

<1%

-

1993-03-05

11

<1%

-

1991-01-08

11

<1%

-

1999-02-26

10

<1%

-

1995-02-05

10

<1%

-

1995-04-19

10

<1%

-

1998-01-01

10

<1%

-

1993-02-12

10

<1%

-

1993-01-15

10

<1%

-

1999-03-08

10

<1%

-

1993-02-07

10

<1%

-

1999-01-15

10

<1%

-

1998-06-30

10

<1%

-

1996-11-11

10

<1%

-

1997-05-23

10

<1%

-

2000-01-01

10

<1%

-

1999-05-11

10

<1%

-

1996-01-23

10

<1%

-

1997-03-18

9

<1%

-

1997-02-24

9

<1%

-

1999-08-17

9

<1%

-

1998-01-25

9

<1%

-

1994-01-03

9

<1%

-

1997-03-28

9

<1%

-

1998-05-04

9

<1%

-

1996-09-30

9

<1%

-

1997-02-20

9

<1%

-

2000-01-14

9

<1%

-

1997-01-18

9

<1%

-

1997-04-18

9

<1%

-

1999-01-05

9

<1%

-

1995-03-09

9

<1%

-

1999-02-04

9

<1%

-

1997-01-09

9

<1%

-

2000-02-08

9

<1%

-

1998-12-29

9

<1%

-

1999-05-08

9

<1%

-

1998-02-07

9

<1%

-

1992-02-10

17,989

95%

-

(Other)

height_cm

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

weight_kg

0.77

movement_balance

-0.77

movement_agility

-0.61

movement_acceleration

-0.54

power_strength

0.53

physic

0.49

attacking_crossing

-0.49

skill_dribbling

-0.48

movement_sprint_speed

-0.46

skill_curve

-0.44

mentality_positioning

-0.44

skill_ball_control

-0.41

pace

-0.41

skill_fk_accuracy

-0.40

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.44

team_position

0.39

player_tags

0.32

league_name

0.26

work_rate

0.26

weak_foot

0.17

nation_position

0.12

preferred_foot

0.08

league_rank

0.07

contract_valid_until

0.07

international_reputation

0.04

real_face

0.03

MOST FREQUENT VALUES

180

1,487

7.8%

178

1,249

6.6%

185

1,187

6.3%

183

1,151

6.1%

175

1,081

5.7%

188

914

4.8%

182

881

4.7%

186

821

4.3%

184

820

4.3%

177

750

4.0%

187

721

3.8%

181

706

3.7%

179

666

3.5%

176

665

3.5%

173

604

3.2%

SMALLEST VALUES

155

1

<0.1%

156

1

<0.1%

157

1

<0.1%

158

3

<0.1%

159

2

<0.1%

160

5

<0.1%

161

6

<0.1%

162

12

<0.1%

163

19

0.1%

164

30

0.2%

165

95

0.5%

166

60

0.3%

167

117

0.6%

168

220

1.2%

169

180

1.0%

LARGEST VALUES

206

1

<0.1%

203

2

<0.1%

202

4

<0.1%

201

12

<0.1%

200

8

<0.1%

199

17

<0.1%

198

39

0.2%

197

57

0.3%

196

138

0.7%

195

135

0.7%

194

175

0.9%

193

328

1.7%

192

297

1.6%

191

463

2.4%

190

573

3.0%

weight_kg

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

height_cm

0.77

movement_balance

-0.65

power_strength

0.61

physic

0.58

movement_agility

-0.53

movement_acceleration

-0.48

movement_sprint_speed

-0.40

skill_dribbling

-0.40

attacking_crossing

-0.40

pace

-0.37

mentality_positioning

-0.35

skill_curve

-0.35

goalkeeping_positioning

0.34

goalkeeping_handling

0.34

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.38

team_position

0.37

player_tags

0.35

league_name

0.21

work_rate

0.21

weak_foot

0.13

nation_position

0.13

international_reputation

0.10

preferred_foot

0.07

real_face

0.07

contract_valid_until

0.07

league_rank

0.04

MOST FREQUENT VALUES

70

1,510

8.0%

75

1,458

7.7%

80

1,112

5.9%

72

1,019

5.4%

78

991

5.2%

74

963

5.1%

73

949

5.0%

77

899

4.7%

76

876

4.6%

68

782

4.1%

79

693

3.7%

71

647

3.4%

82

629

3.3%

69

554

2.9%

65

534

2.8%

SMALLEST VALUES

50

1

<0.1%

52

2

<0.1%

53

2

<0.1%

54

4

<0.1%

55

16

<0.1%

56

11

<0.1%

57

14

<0.1%

58

43

0.2%

59

41

0.2%

60

154

0.8%

61

105

0.6%

62

182

1.0%

63

241

1.3%

64

339

1.8%

65

534

2.8%

LARGEST VALUES

110

1

<0.1%

107

1

<0.1%

104

3

<0.1%

103

4

<0.1%

102

4

<0.1%

101

3

<0.1%

100

7

<0.1%

99

3

<0.1%

98

13

<0.1%

97

9

<0.1%

96

14

<0.1%

95

30

0.2%

94

34

0.2%

93

50

0.3%

92

66

0.3%

nationality

MISSING:

---

1,685

9%

-

England

1,189

6%

-

Germany

1,072

6%

-

Spain

984

5%

-

France

936

5%

-

Argentina

887

5%

-

Brazil

489

3%

-

Japan

432

2%

-

Netherlands

421

2%

-

Italy

378

2%

-

United States

372

2%

-

Sweden

364

2%

-

China PR

363

2%

-

Norway

362

2%

-

Mexico

360

2%

-

Poland

353

2%

-

Portugal

349

2%

-

Uruguay

344

2%

-

Turkey

341

2%

-

Korea Republic

338

2%

-

Colombia

338

2%

-

Republic of Ireland

324

2%

-

Romania

321

2%

-

Austria

317

2%

-

Saudi Arabia

300

2%

-

Denmark

298

2%

-

Belgium

287

2%

-

Scotland

252

1%

-

Ecuador

241

1%

-

Australia

235

1%

-

Paraguay

211

1%

-

Switzerland

198

1%

-

Venezuela

191

1%

-

Chile

161

<1%

-

Peru

146

<1%

-

Bolivia

132

<1%

-

Croatia

130

<1%

-

Serbia

128

<1%

-

Senegal

126

<1%

-

Nigeria

124

<1%

-

Wales

118

<1%

-

Ghana

111

<1%

-

Czech Republic

105

<1%

-

Ivory Coast

103

<1%

-

Greece

80

<1%

-

Northern Ireland

80

<1%

-

Morocco

78

<1%

-

Canada

77

<1%

-

Russia

77

<1%

-

Cameroon

72

<1%

-

South Africa

68

<1%

-

Slovakia

66

<1%

-

Bosnia Herzegovina

65

<1%

-

DR Congo

65

<1%

-

Finland

65

<1%

-

Ukraine

54

<1%

-

Iceland

52

<1%

-

Slovenia

52

<1%

-

Algeria

50

<1%

-

Mali

49

<1%

-

Albania

978

5%

-

(Other)

club_name

MISSING:

225

(1%)

33

<1%

-

FC Barcelona

33

<1%

-

Genoa

33

<1%

-

West Ham United

33

<1%

-

Leeds United

33

<1%

-

SV Werder Bremen

33

<1%

-

Getafe CF

33

<1%

-

Deportivo Alavés

33

<1%

-

LOSC Lille

33

<1%

-

Racing Club de Lens

33

<1%

-

Fulham

33

<1%

-

Newcastle United

33

<1%

-

Crystal Palace

33

<1%

-

Levante UD

33

<1%

-

Cádiz CF

33

<1%

-

Olympique de Marseille

33

<1%

-

Stade Rennais FC

33

<1%

-

Fiorentina

33

<1%

-

VfB Stuttgart

33

<1%

-

Sassuolo

33

<1%

-

AS Saint-Étienne

33

<1%

-

1. FSV Mainz 05

33

<1%

-

Real Valladolid CF

33

<1%

-

Bologna

33

<1%

-

Hellas Verona

33

<1%

-

Aston Villa

33

<1%

-

Udinese

33

<1%

-

Brighton & Hove Albion

33

<1%

-

Southampton

33

<1%

-

Granada CF

33

<1%

-

Crotone

33

<1%

-

FC Nantes

33

<1%

-

Real Betis

33

<1%

-

Benevento

33

<1%

-

Angers SCO

33

<1%

-

Manchester City

33

<1%

-

Atalanta

33

<1%

-

Lazio

33

<1%

-

Arsenal

33

<1%

-

Borussia Mönchengladbach

33

<1%

-

Leicester City

33

<1%

-

Manchester United

33

<1%

-

Valencia CF

33

<1%

-

Chelsea

33

<1%

-

Napoli

33

<1%

-

Inter

33

<1%

-

Tottenham Hotspur

33

<1%

-

Real Sociedad

33

<1%

-

Liverpool

33

<1%

-

Everton

33

<1%

-

Sevilla FC

33

<1%

-

Torino

33

<1%

-

AS Monaco

33

<1%

-

RC Celta

33

<1%

-

Atlético Madrid

33

<1%

-

Wolverhampton Wanderers

32

<1%

-

West Bromwich Albion

32

<1%

-

Cagliari

32

<1%

-

TSG 1899 Hoffenheim

32

<1%

-

FC Metz

32

<1%

-

Hertha BSC

16,744

89%

-

(Other)

league_name

MISSING:

225

(1%)

TOP CATEGORIES

English League Championship

709

4%

USA Major League Soccer

701

4%

Argentina Primera División

659

4%

English Premier League

654

3%

Spain Primera Division

645

3%

Italian Serie A

645

3%

English League One

630

3%

Spanish Segunda División

619

3%

English League Two

605

3%

French Ligue 1

600

3%

Turkish Süper Lig

589

3%

German 1. Bundesliga

548

3%

French Ligue 2

546

3%

German 3. Bundesliga

522

3%

Japanese J. League Division 1

521

3%

Portuguese Liga ZON SAGRES

510

3%

Mexican Liga MX

509

3%

(Other)

8,507

45%

ALL

18,719

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

league_name
PROVIDES INFORMATION ON...

league_rank

1.00

real_face

0.29

nation_position

0.22

contract_valid_until

0.20

international_reputation

0.18

player_tags

0.09

team_position

0.05

skill_moves

0.03

work_rate

0.03

weak_foot

0.03

preferred_foot

0.00

THESE FEATURES
GIVE INFORMATION
ON league_name:

league_rank

0.22

contract_valid_until

0.09

team_position

0.03

real_face

0.03

nation_position

0.02

international_reputation

0.01

work_rate

0.01

player_tags

0.01

skill_moves

0.01

weak_foot

0.01

preferred_foot

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

league_name
CORRELATION RATIO WITH...

potential

0.61

wage_eur

0.58

overall

0.54

release_clause_eur

0.50

value_eur

0.48

movement_reactions

0.48

nation_jersey_number

0.44

mentality_composure

0.37

power_shot_power

0.33

team_jersey_number

0.29

attacking_short_passing

0.27

height_cm

0.26

skill_long_passing

0.26

mentality_vision

0.26

league_rank

MISSING:

225

(1%)

TOP CATEGORIES

1.0

14,397

77%

2.0

2,565

14%

3.0

1,152

6%

4.0

605

3%

ALL

18,719

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

league_rank
PROVIDES INFORMATION ON...

league_name

0.22

nation_position

0.12

contract_valid_until

0.07

team_position

0.03

international_reputation

0.02

real_face

0.02

player_tags

0.01

skill_moves

0.01

work_rate

0.00

weak_foot

0.00

preferred_foot

0.00

THESE FEATURES
GIVE INFORMATION
ON league_rank:

league_name

1.00

contract_valid_until

0.15

team_position

0.08

nation_position

0.05

skill_moves

0.01

international_reputation

0.01

real_face

0.01

player_tags

0.01

work_rate

0.00

weak_foot

0.00

preferred_foot

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

league_rank
CORRELATION RATIO WITH...

nation_jersey_number

0.40

overall

0.24

movement_reactions

0.21

potential

0.20

team_jersey_number

0.16

value_eur

0.16

release_clause_eur

0.15

wage_eur

0.15

mentality_composure

0.14

attacking_short_passing

0.13

power_shot_power

0.12

mentality_vision

0.12

age

0.12

skill_long_passing

0.11

overall

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

gk_diving

0.95

gk_reflexes

0.95

gk_positioning

0.95

gk_handling

0.93

movement_reactions

0.87

gk_kicking

0.81

passing

0.71

mentality_composure

0.71

dribbling

0.64

potential

0.64

value_eur

0.63

release_clause_eur

0.63

wage_eur

0.57

power_shot_power

0.56

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

league_name

0.54

international_reputation

0.45

skill_moves

0.45

real_face

0.45

team_position

0.44

player_tags

0.33

nation_position

0.31

work_rate

0.27

league_rank

0.24

weak_foot

0.24

contract_valid_until

0.19

preferred_foot

0.05

MOST FREQUENT VALUES

65

1,168

6.2%

66

1,139

6.0%

64

1,135

6.0%

67

1,112

5.9%

63

1,078

5.7%

68

974

5.1%

69

943

5.0%

62

941

5.0%

70

885

4.7%

61

802

4.2%

60

775

4.1%

72

746

3.9%

71

707

3.7%

59

612

3.2%

73

571

3.0%

SMALLEST VALUES

47

16

<0.1%

48

43

0.2%

49

67

0.4%

50

127

0.7%

51

180

1.0%

52

208

1.1%

53

246

1.3%

54

250

1.3%

55

333

1.8%

56

379

2.0%

57

467

2.5%

58

552

2.9%

59

612

3.2%

60

775

4.1%

61

802

4.2%

LARGEST VALUES

93

1

<0.1%

92

1

<0.1%

91

4

<0.1%

90

6

<0.1%

89

6

<0.1%

88

10

<0.1%

87

20

0.1%

86

14

<0.1%

85

37

0.2%

84

41

0.2%

83

72

0.4%

82

60

0.3%

81

94

0.5%

80

137

0.7%

79

180

1.0%

potential

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

gk_reflexes

0.70

gk_diving

0.68

gk_handling

0.65

overall

0.64

gk_positioning

0.61

release_clause_eur

0.59

value_eur

0.57

gk_kicking

0.57

movement_reactions

0.51

dribbling

0.48

wage_eur

0.47

passing

0.44

mentality_composure

0.43

attacking_short_passing

0.35

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

league_name

0.61

real_face

0.35

skill_moves

0.34

international_reputation

0.31

contract_valid_until

0.29

player_tags

0.27

nation_position

0.23

league_rank

0.20

work_rate

0.19

weak_foot

0.16

team_position

0.16

preferred_foot

0.04

MOST FREQUENT VALUES

70

1,299

6.9%

72

1,260

6.7%

69

1,220

6.4%

73

1,178

6.2%

71

1,176

6.2%

67

1,124

5.9%

68

1,103

5.8%

75

1,018

5.4%

74

1,008

5.3%

66

976

5.2%

65

836

4.4%

76

726

3.8%

64

714

3.8%

77

647

3.4%

78

597

3.2%

SMALLEST VALUES

47

1

<0.1%

48

2

<0.1%

49

1

<0.1%

50

2

<0.1%

51

5

<0.1%

52

8

<0.1%

53

11

<0.1%

54

16

<0.1%

55

28

0.1%

56

39

0.2%

57

60

0.3%

58

89

0.5%

59

136

0.7%

60

207

1.1%

61

271

1.4%

LARGEST VALUES

95

1

<0.1%

93

7

<0.1%

92

5

<0.1%

91

10

<0.1%

90

14

<0.1%

89

26

0.1%

88

47

0.2%

87

63

0.3%

86

87

0.5%

85

129

0.7%

84

151

0.8%

83

229

1.2%

82

250

1.3%

81

325

1.7%

80

395

2.1%

value_eur

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

release_clause_eur

0.99

wage_eur

0.84

overall

0.63

potential

0.57

gk_handling

0.56

gk_reflexes

0.56

gk_diving

0.56

movement_reactions

0.56

gk_positioning

0.53

gk_kicking

0.48

passing

0.46

mentality_composure

0.45

dribbling

0.45

mentality_vision

0.37

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

player_tags

0.64

international_reputation

0.58

league_name

0.48

real_face

0.47

skill_moves

0.40

nation_position

0.39

team_position

0.24

contract_valid_until

0.21

work_rate

0.19

weak_foot

0.18

league_rank

0.16

preferred_foot

0.02

MOST FREQUENT VALUES

1100000

459

2.4%

325000

424

2.2%

275000

406

2.1%

350000

390

2.1%

475000

386

2.0%

450000

383

2.0%

375000

378

2.0%

550000

350

1.8%

300000

343

1.8%

525000

337

1.8%

1000000

327

1.7%

425000

325

1.7%

400000

322

1.7%

650000

320

1.7%

250000

299

1.6%

SMALLEST VALUES

0

237

1.3%

5000

1

<0.1%

8000

1

<0.1%

10000

1

<0.1%

15000

4

<0.1%

20000

8

<0.1%

25000

13

<0.1%

30000

15

<0.1%

35000

27

0.1%

40000

31

0.2%

45000

65

0.3%

50000

98

0.5%

60000

180

1.0%

70000

122

0.6%

80000

164

0.9%

LARGEST VALUES

105500000

1

<0.1%

90000000

1

<0.1%

87000000

1

<0.1%

80000000

1

<0.1%

78000000

2

<0.1%

75500000

1

<0.1%

75000000

1

<0.1%

72500000

1

<0.1%

71000000

2

<0.1%

69500000

2

<0.1%

67500000

1

<0.1%

65000000

1

<0.1%

63000000

1

<0.1%

62500000

1

<0.1%

60000000

2

<0.1%

wage_eur

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

value_eur

0.84

release_clause_eur

0.84

overall

0.57

gk_handling

0.53

gk_reflexes

0.53

gk_diving

0.53

movement_reactions

0.51

gk_positioning

0.50

potential

0.47

gk_kicking

0.46

mentality_composure

0.42

passing

0.42

dribbling

0.39

mentality_vision

0.34

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

player_tags

0.64

international_reputation

0.64

league_name

0.58

real_face

0.49

nation_position

0.36

skill_moves

0.35

work_rate

0.17

weak_foot

0.17

team_position

0.16

contract_valid_until

0.15

league_rank

0.15

preferred_foot

0.02

MOST FREQUENT VALUES

2000

2,943

15.5%

500

2,790

14.7%

3000

1,935

10.2%

1000

1,695

8.9%

4000

1,156

6.1%

5000

887

4.7%

6000

645

3.4%

7000

486

2.6%

8000

391

2.1%

9000

368

1.9%

11000

254

1.3%

12000

249

1.3%

13000

229

1.2%

0

225

1.2%

10000

211

1.1%

SMALLEST VALUES

0

225

1.2%

500

2,790

14.7%

550

145

0.8%

600

169

0.9%

650

148

0.8%

700

152

0.8%

750

163

0.9%

800

170

0.9%

850

170

0.9%

900

182

1.0%

950

159

0.8%

1000

1,695

8.9%

2000

2,943

15.5%

3000

1,935

10.2%

4000

1,156

6.1%

LARGEST VALUES

560000

1

<0.1%

370000

1

<0.1%

350000

2

<0.1%

310000

2

<0.1%

300000

2

<0.1%

290000

1

<0.1%

280000

1

<0.1%

270000

2

<0.1%

260000

2

<0.1%

250000

3

<0.1%

240000

2

<0.1%

230000

2

<0.1%

220000

6

<0.1%

210000

3

<0.1%

200000

1

<0.1%

player_positions

MISSING:

---

2,437

13%

-

CB

2,083

11%

-

GK

1,893

10%

-

ST

827

4%

-

CDM, CM

810

4%

-

CM

770

4%

-

LB

693

4%

-

CM, CDM

656

3%

-

RB

349

2%

-

CDM

269

1%

-

RM

268

1%

-

CAM

262

1%

-

LM

236

1%

-

CB, RB

228

1%

-

CAM, CM

223

1%

-

LM, RM

212

1%

-

CB, LB

211

1%

-

CM, CAM

209

1%

-

CB, CDM

201

1%

-

RM, LM

181

<1%

-

LB, LM

133

<1%

-

RB, LB

124

<1%

-

RB, CB

122

<1%

-

RB, RM

120

<1%

-

RW

113

<1%

-

LW

110

<1%

-

LB, LWB

109

<1%

-

LB, CB

99

<1%

-

CDM, CB

98

<1%

-

LW, RW

97

<1%

-

RB, RWB

92

<1%

-

RW, LW

91

<1%

-

CAM, RM

89

<1%

-

ST, RM

87

<1%

-

ST, LW

84

<1%

-

ST, CAM

84

<1%

-

ST, RW

80

<1%

-

ST, LM

79

<1%

-

CM, CDM, CAM

75

<1%

-

CAM, LM

73

<1%

-

LM, ST

72

<1%

-

RM, RW

63

<1%

-

RM, ST

63

<1%

-

LM, LW

62

<1%

-

LM, CAM

61

<1%

-

CAM, ST

57

<1%

-

CM, CAM, CDM

56

<1%

-

ST, CF

55

<1%

-

LB, RB

54

<1%

-

RM, CAM

53

<1%

-

CDM, CM, CB

51

<1%

-

CM, LM

48

<1%

-

CM, RM

48

<1%

-

RM, RB

44

<1%

-

LM, LB

43

<1%

-

ST, RW, LW

40

<1%

-

LB, LWB, LM

40

<1%

-

RW, ST

40

<1%

-

LW, LM

40

<1%

-

RW, RM

39

<1%

-

LWB, LB

2,938

16%

-

(Other)

preferred_foot

MISSING:

---

TOP CATEGORIES

Right

14,448

76%

Left

4,496

24%

ALL

18,944

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

preferred_foot
PROVIDES INFORMATION ON...

team_position

0.02

nation_position

0.01

skill_moves

0.01

player_tags

0.01

weak_foot

0.00

work_rate

0.00

league_name

0.00

contract_valid_until

0.00

real_face

0.00

international_reputation

0.00

league_rank

0.00

THESE FEATURES
GIVE INFORMATION
ON preferred_foot:

team_position

0.10

skill_moves

0.01

weak_foot

0.01

nation_position

0.01

work_rate

0.00

league_name

0.00

player_tags

0.00

contract_valid_until

0.00

real_face

0.00

league_rank

0.00

international_reputation

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

preferred_foot
CORRELATION RATIO WITH...

attacking_crossing

0.20

skill_curve

0.15

skill_fk_accuracy

0.15

passing

0.13

pace

0.13

skill_dribbling

0.13

dribbling

0.12

defending_sliding_tackle

0.12

defending

0.12

movement_acceleration

0.12

defending_standing_tackle

0.11

movement_sprint_speed

0.11

skill_ball_control

0.11

gk_handling

0.11

international_reputation

MISSING:

---

TOP CATEGORIES

1

17,593

93%

2

1,017

5%

3

285

2%

4

43

<1%

5

6

<1%

ALL

18,944

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

international_reputation
PROVIDES INFORMATION ON...

real_face

0.18

player_tags

0.08

nation_position

0.05

skill_moves

0.02

league_name

0.01

weak_foot

0.01

league_rank

0.01

team_position

0.01

work_rate

0.00

contract_valid_until

0.00

preferred_foot

0.00

THESE FEATURES
GIVE INFORMATION
ON international_reputation:

real_face

0.21

league_name

0.18

player_tags

0.12

skill_moves

0.09

nation_position

0.06

team_position

0.04

weak_foot

0.03

league_rank

0.02

work_rate

0.02

contract_valid_until

0.01

preferred_foot

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

international_reputation
CORRELATION RATIO WITH...

wage_eur

0.64

value_eur

0.58

release_clause_eur

0.55

overall

0.45

movement_reactions

0.41

sofifa_id

0.40

mentality_composure

0.37

potential

0.31

age

0.30

power_shot_power

0.29

mentality_vision

0.28

skill_long_passing

0.24

attacking_short_passing

0.23

attacking_volleys

0.23

weak_foot

MISSING:

---

TOP CATEGORIES

3

11,661

62%

2

4,176

22%

4

2,699

14%

5

273

1%

1

135

<1%

ALL

18,944

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

weak_foot
PROVIDES INFORMATION ON...

skill_moves

0.06

international_reputation

0.03

player_tags

0.03

real_face

0.02

nation_position

0.02

work_rate

0.02

team_position

0.01

preferred_foot

0.01

league_name

0.01

league_rank

0.00

contract_valid_until

0.00

THESE FEATURES
GIVE INFORMATION
ON weak_foot:

skill_moves

0.07

team_position

0.03

league_name

0.03

work_rate

0.03

player_tags

0.01

international_reputation

0.01

real_face

0.01

nation_position

0.01

preferred_foot

0.00

contract_valid_until

0.00

league_rank

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

weak_foot
CORRELATION RATIO WITH...

shooting

0.38

attacking_finishing

0.38

attacking_volleys

0.37

power_long_shots

0.37

skill_dribbling

0.36

skill_ball_control

0.36

mentality_positioning

0.36

skill_curve

0.35

dribbling

0.35

mentality_penalties

0.35

mentality_vision

0.35

passing

0.34

skill_fk_accuracy

0.34

attacking_short_passing

0.33

skill_moves

MISSING:

---

TOP CATEGORIES

2

9,134

48%

3

6,546

35%

1

2,084

11%

4

1,125

6%

5

55

<1%

ALL

18,944

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

skill_moves
PROVIDES INFORMATION ON...

player_tags

0.12

team_position

0.09

work_rate

0.09

international_reputation

0.09

nation_position

0.07

weak_foot

0.07

real_face

0.07

preferred_foot

0.01

league_rank

0.01

league_name

0.01

contract_valid_until

0.00

THESE FEATURES
GIVE INFORMATION
ON skill_moves:

team_position

0.19

work_rate

0.12

weak_foot

0.06

player_tags

0.05

league_name

0.03

international_reputation

0.02

nation_position

0.02

real_face

0.02

league_rank

0.01

preferred_foot

0.01

contract_valid_until

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

skill_moves
CORRELATION RATIO WITH...

gk_handling

0.99

gk_diving

0.99

gk_kicking

0.99

gk_reflexes

0.99

gk_positioning

0.99

goalkeeping_reflexes

0.97

goalkeeping_diving

0.97

goalkeeping_handling

0.97

goalkeeping_kicking

0.97

goalkeeping_positioning

0.97

gk_speed

0.96

dribbling

0.95

passing

0.92

pace

0.92

work_rate

MISSING:

---

TOP CATEGORIES

Medium/Medium

9,980

53%

High/Medium

3,455

18%

Medium/High

1,798

9%

High/High

1,031

5%

Medium/Low

913

5%

High/Low

786

4%

Low/Medium

482

3%

Low/High

446

2%

Low/Low

53

<1%

ALL

18,944

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

work_rate
PROVIDES INFORMATION ON...

player_tags

0.14

skill_moves

0.12

team_position

0.05

nation_position

0.05

weak_foot

0.03

international_reputation

0.02

real_face

0.02

league_name

0.01

preferred_foot

0.00

league_rank

0.00

contract_valid_until

0.00

THESE FEATURES
GIVE INFORMATION
ON work_rate:

skill_moves

0.09

team_position

0.08

player_tags

0.04

league_name

0.03

weak_foot

0.02

nation_position

0.01

real_face

0.00

international_reputation

0.00

contract_valid_until

0.00

league_rank

0.00

preferred_foot

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

work_rate
CORRELATION RATIO WITH...

mentality_positioning

0.47

attacking_finishing

0.47

shooting

0.44

mentality_interceptions

0.43

attacking_volleys

0.43

skill_dribbling

0.43

defending_standing_tackle

0.43

defending_sliding_tackle

0.42

power_long_shots

0.42

movement_acceleration

0.42

defending

0.41

skill_curve

0.41

power_stamina

0.41

dribbling

0.41

body_type

MISSING:

---

11,264

59%

-

Normal

6,490

34%

-

Lean

1,075

6%

-

Stocky

1

<1%

-

PLAYER_BODY_TYPE_286

1

<1%

-

PLAYER_BODY_TYPE_318

1

<1%

-

PLAYER_BODY_TYPE_269

1

<1%

-

PLAYER_BODY_TYPE_326

1

<1%

-

PLAYER_BODY_TYPE_251

1

<1%

-

PLAYER_BODY_TYPE_367

1

<1%

-

PLAYER_BODY_TYPE_331

1

<1%

-

PLAYER_BODY_TYPE_350

1

<1%

-

PLAYER_BODY_TYPE_309

1

<1%

-

PLAYER_BODY_TYPE_261

1

<1%

-

PLAYER_BODY_TYPE_258

1

<1%

-

PLAYER_BODY_TYPE_339

1

<1%

-

PLAYER_BODY_TYPE_278

1

<1%

-

Messi

1

<1%

-

PLAYER_BODY_TYPE_376

1

<1%

-

PLAYER_BODY_TYPE_285

1

<1%

-

PLAYER_BODY_TYPE_304

1

<1%

-

PLAYER_BODY_TYPE_274

1

<1%

-

PLAYER_BODY_TYPE_328

1

<1%

-

PLAYER_BODY_TYPE_275

1

<1%

-

PLAYER_BODY_TYPE_277

1

<1%

-

PLAYER_BODY_TYPE_324

1

<1%

-

PLAYER_BODY_TYPE_338

1

<1%

-

PLAYER_BODY_TYPE_341

1

<1%

-

PLAYER_BODY_TYPE_299

1

<1%

-

PLAYER_BODY_TYPE_317

1

<1%

-

PLAYER_BODY_TYPE_279

1

<1%

-

PLAYER_BODY_TYPE_381

1

<1%

-

PLAYER_BODY_TYPE_340

1

<1%

-

PLAYER_BODY_TYPE_335

1

<1%

-

PLAYER_BODY_TYPE_357

1

<1%

-

PLAYER_BODY_TYPE_359

1

<1%

-

PLAYER_BODY_TYPE_369

1

<1%

-

PLAYER_BODY_TYPE_361

1

<1%

-

PLAYER_BODY_TYPE_256

1

<1%

-

PLAYER_BODY_TYPE_375

1

<1%

-

PLAYER_BODY_TYPE_373

1

<1%

-

PLAYER_BODY_TYPE_302

1

<1%

-

PLAYER_BODY_TYPE_332

1

<1%

-

PLAYER_BODY_TYPE_364

1

<1%

-

PLAYER_BODY_TYPE_377

1

<1%

-

PLAYER_BODY_TYPE_370

1

<1%

-

Shaqiri

1

<1%

-

PLAYER_BODY_TYPE_362

1

<1%

-

PLAYER_BODY_TYPE_380

1

<1%

-

PLAYER_BODY_TYPE_257

1

<1%

-

PLAYER_BODY_TYPE_255

1

<1%

-

PLAYER_BODY_TYPE_354

1

<1%

-

PLAYER_BODY_TYPE_271

1

<1%

-

PLAYER_BODY_TYPE_363

1

<1%

-

PLAYER_BODY_TYPE_252

1

<1%

-

PLAYER_BODY_TYPE_284

1

<1%

-

PLAYER_BODY_TYPE_254

1

<1%

-

PLAYER_BODY_TYPE_267

1

<1%

-

PLAYER_BODY_TYPE_282

1

<1%

-

PLAYER_BODY_TYPE_353

1

<1%

-

PLAYER_BODY_TYPE_308

58

<1%

-

(Other)

real_face

MISSING:

---

TOP CATEGORIES

No

16,746

88%

Yes

2,198

12%

ALL

18,944

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

real_face
PROVIDES INFORMATION ON...

international_reputation

0.21

nation_position

0.05

player_tags

0.05

league_name

0.03

skill_moves

0.02

weak_foot

0.01

league_rank

0.01

work_rate

0.00

team_position

0.00

contract_valid_until

0.00

preferred_foot

0.00

THESE FEATURES
GIVE INFORMATION
ON real_face:

league_name

0.29

international_reputation

0.18

skill_moves

0.07

player_tags

0.06

nation_position

0.05

weak_foot

0.02

team_position

0.02

work_rate

0.02

league_rank

0.02

contract_valid_until

0.00

preferred_foot

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

real_face
CORRELATION RATIO WITH...

wage_eur

0.49

value_eur

0.47

release_clause_eur

0.45

overall

0.45

movement_reactions

0.41

potential

0.35

mentality_composure

0.34

sofifa_id

0.28

power_shot_power

0.27

mentality_vision

0.27

attacking_short_passing

0.25

skill_long_passing

0.24

skill_ball_control

0.21

skill_curve

0.21

release_clause_eur

MISSING:

995

(5%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

value_eur

0.99

wage_eur

0.84

overall

0.63

potential

0.59

gk_handling

0.56

movement_reactions

0.56

gk_reflexes

0.55

gk_diving

0.54

gk_positioning

0.51

gk_kicking

0.47

passing

0.46

dribbling

0.45

mentality_composure

0.44

mentality_vision

0.36

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

player_tags

0.63

international_reputation

0.55

league_name

0.50

real_face

0.45

skill_moves

0.38

nation_position

0.38

contract_valid_until

0.23

team_position

0.22

work_rate

0.18

weak_foot

0.18

league_rank

0.15

preferred_foot

0.02

MOST FREQUENT VALUES

1100000.0

607

3.4%

1200000.0

486

2.7%

1300000.0

434

2.4%

1400000.0

392

2.2%

1500000.0

341

1.9%

1000000.0

336

1.9%

1600000.0

334

1.9%

1700000.0

292

1.6%

1800000.0

249

1.4%

1900000.0

235

1.3%

2000000.0

213

1.2%

2300000.0

186

1.0%

2200000.0

159

0.9%

2100000.0

154

0.9%

2400000.0

133

0.7%

SMALLEST VALUES

9000.0

1

<0.1%

12000.0

1

<0.1%

13000.0

1

<0.1%

22000.0

1

<0.1%

25000.0

1

<0.1%

26000.0

1

<0.1%

31000.0

8

<0.1%

32000.0

1

<0.1%

33000.0

1

<0.1%

35000.0

1

<0.1%

36000.0

1

<0.1%

38000.0

1

<0.1%

39000.0

5

<0.1%

41000.0

1

<0.1%

44000.0

2

<0.1%

LARGEST VALUES

203100000.0

1

<0.1%

166500000.0

1

<0.1%

161000000.0

1

<0.1%

159400000.0

1

<0.1%

147700000.0

1

<0.1%

145300000.0

1

<0.1%

144300000.0

2

<0.1%

140200000.0

1

<0.1%

139600000.0

1

<0.1%

138400000.0

1

<0.1%

132100000.0

1

<0.1%

132000000.0

1

<0.1%

124400000.0

1

<0.1%

122500000.0

1

<0.1%

122000000.0

1

<0.1%

player_tags

MISSING:

17,536

(93%)

TOP CATEGORIES

#Strength

459

33%

#Acrobat

223

16%

#Engine

203

14%

#Speedster

158

11%

#Aerial Threat, #Strength

66

5%

#Speedster, #Acrobat

53

4%

#Dribbler

28

2%

#Aerial Threat

25

2%

#Dribbler, #Acrobat

23

2%

#Speedster, #Dribbler, #Acrobat

15

1%

#Tactician

13

<1%

#Crosser

11

<1%

#FK Specialist

10

<1%

#Tackling, #Tactician

9

<1%

#Poacher

8

<1%

#Playmaker

8

<1%

#Speedster, #Engine

8

<1%

(Other)

88

6%

ALL

1,408

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

player_tags
PROVIDES INFORMATION ON...

international_reputation

0.12

nation_position

0.08

real_face

0.06

skill_moves

0.05

work_rate

0.04

team_position

0.03

weak_foot

0.01

league_name

0.01

contract_valid_until

0.01

league_rank

0.01

preferred_foot

0.00

THESE FEATURES
GIVE INFORMATION
ON player_tags:

work_rate

0.14

team_position

0.14

skill_moves

0.12

league_name

0.09

international_reputation

0.08

nation_position

0.06

real_face

0.05

weak_foot

0.03

contract_valid_until

0.03

league_rank

0.01

preferred_foot

0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

player_tags
CORRELATION RATIO WITH...

value_eur

0.64

wage_eur

0.64

release_clause_eur

0.63

power_strength

0.38

weight_kg

0.35

movement_agility

0.34

overall

0.33

movement_balance

0.33

height_cm

0.32

movement_acceleration

0.31

movement_reactions

0.29

mentality_composure

0.28

movement_sprint_speed

0.28

potential

0.27

team_position

MISSING:

225

(1%)

TOP CATEGORIES

SUB

8,065

43%

RES

3,163

17%

GK

681

4%

LCB

681

4%

RCB

681

4%

LB

553

3%

RB

553

3%

ST

452

2%

LCM

425

2%

RCM

425

2%

RM

420

2%

LM

420

2%

CAM

286

2%

LDM

248

1%

RDM

248

1%

RS

224

1%

LS

224

1%

(Other)

970

5%

ALL

18,719

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

team_position
PROVIDES INFORMATION ON...

nation_position

0.22

skill_moves

0.19

player_tags

0.14

preferred_foot

0.10

league_rank

0.08

work_rate

0.08

contract_valid_until

0.05

international_reputation

0.04

weak_foot

0.03

league_name

0.03

real_face

0.02

THESE FEATURES
GIVE INFORMATION
ON team_position:

skill_moves

0.09

work_rate

0.05

league_name

0.05

nation_position

0.03

contract_valid_until

0.03

league_rank

0.03

player_tags

0.03

preferred_foot

0.02

weak_foot

0.01

international_reputation

0.01

real_face

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

team_position
CORRELATION RATIO WITH...

gk_positioning

0.63

gk_reflexes

0.62

goalkeeping_positioning

0.62

gk_diving

0.62

gk_handling

0.62

goalkeeping_reflexes

0.62

gk_speed

0.62

goalkeeping_diving

0.62

gk_kicking

0.61

goalkeeping_handling

0.61

goalkeeping_kicking

0.61

defending

0.60

physic

0.60

passing

0.59

team_jersey_number

MISSING:

225

(1%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

gk_positioning

-0.23

gk_kicking

-0.23

age

-0.22

gk_handling

-0.21

physic

-0.20

gk_diving

-0.20

overall

-0.19

gk_reflexes

-0.19

sofifa_id

0.19

movement_reactions

-0.17

gk_speed

-0.16

power_strength

-0.16

defending

-0.14

mentality_composure

-0.13

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

team_position

0.31

league_name

0.29

league_rank

0.16

contract_valid_until

0.15

nation_position

0.11

work_rate

0.07

player_tags

0.07

real_face

0.07

international_reputation

0.05

skill_moves

0.04

weak_foot

0.04

preferred_foot

0.01

MOST FREQUENT VALUES

7.0

603

3.2%

11.0

601

3.2%

8.0

600

3.2%

1.0

591

3.2%

10.0

589

3.1%

5.0

587

3.1%

9.0

585

3.1%

6.0

584

3.1%

4.0

575

3.1%

17.0

557

3.0%

20.0

548

2.9%

14.0

548

2.9%

19.0

544

2.9%

3.0

543

2.9%

22.0

542

2.9%

SMALLEST VALUES

1.0

591

3.2%

2.0

495

2.6%

3.0

543

2.9%

4.0

575

3.1%

5.0

587

3.1%

6.0

584

3.1%

7.0

603

3.2%

8.0

600

3.2%

9.0

585

3.1%

10.0

589

3.1%

11.0

601

3.2%

12.0

348

1.9%

13.0

410

2.2%

14.0

548

2.9%

15.0

494

2.6%

LARGEST VALUES

99.0

77

0.4%

98.0

27

0.1%

97.0

21

0.1%

96.0

20

0.1%

95.0

13

<0.1%

94.0

17

<0.1%

93.0

13

<0.1%

92.0

26

0.1%

91.0

17

<0.1%

90.0

32

0.2%

89.0

20

0.1%

88.0

35

0.2%

87.0

17

<0.1%

86.0

5

<0.1%

85.0

3

<0.1%

loaned_from

MISSING:

18,186

(96%)

12

2%

-

Manchester City

12

2%

-

LOSC Lille

12

2%

-

Chelsea

11

1%

-

Real Madrid

11

1%

-

Villarreal CF

11

1%

-

Brighton & Hove Albion

10

1%

-

SV Werder Bremen

9

1%

-

Guangzhou Evergrande Taobao FC

9

1%

-

Guadalajara

9

1%

-

Wolverhampton Wanderers

8

1%

-

Celtic

8

1%

-

Norwich City

8

1%

-

1. FC Köln

8

1%

-

Arsenal

8

1%

-

Bristol City

7

<1%

-

Sheffield United

7

<1%

-

SL Benfica

7

<1%

-

SC Braga

7

<1%

-

Jeonbuk Hyundai Motors

7

<1%

-

RSC Anderlecht

7

<1%

-

Newcastle United

7

<1%

-

Fiorentina

7

<1%

-

Boca Juniors

6

<1%

-

Racing Club

6

<1%

-

Ajax

6

<1%

-

Pohang Steelers

6

<1%

-

Real Valladolid CF

6

<1%

-

Fulham

6

<1%

-

CFR Cluj

5

<1%

-

Rangers FC

5

<1%

-

Watford

5

<1%

-

Deportivo Toluca

5

<1%

-

Inter

5

<1%

-

Ulsan Hyundai FC

5

<1%

-

U.N.A.M.

5

<1%

-

Tottenham Hotspur

5

<1%

-

Club Atlas

5

<1%

-

Blackpool

5

<1%

-

Borussia Dortmund

5

<1%

-

FC Red Bull Salzburg

5

<1%

-

Atlético Madrid

5

<1%

-

West Bromwich Albion

5

<1%

-

Stoke City

5

<1%

-

Leeds United

5

<1%

-

RB Leipzig

5

<1%

-

Manchester United

4

<1%

-

SC Freiburg

4

<1%

-

FC Augsburg

4

<1%

-

Liverpool

4

<1%

-

Derby County

4

<1%

-

Tigres U.A.N.L.

4

<1%

-

River Plate

4

<1%

-

Club León

4

<1%

-

Club Brugge KV

4

<1%

-

AS Monaco

4

<1%

-

Brentford

4

<1%

-

Kashiwa Reysol

4

<1%

-

Shanghai Greenland Shenhua FC

4

<1%

-

Sporting CP

4

<1%

-

RCD Mallorca

379

50%

-

(Other)

joined

MISSING:

983

(5%)

1,315

7%

-

2019-07-01

829

5%

-

2018-07-01

672

4%

-

2019-01-01

496

3%

-

2017-07-01

441

2%

-

2020-01-01

413

2%

-

2020-07-01

283

2%

-

2016-07-01

210

1%

-

2018-01-01

184

1%

-

2015-07-01

127

<1%

-

2020-08-01

116

<1%

-

2020-01-31

114

<1%

-

2014-07-01

103

<1%

-

2016-01-01

102

<1%

-

2019-07-03

100

<1%

-

2020-09-01

100

<1%

-

2017-01-01

99

<1%

-

2020-02-01

94

<1%

-

2020-01-08

89

<1%

-

2019-07-24

79

<1%

-

2020-08-03

79

<1%

-

2019-09-02

75

<1%

-

2019-01-31

73

<1%

-

2020-08-12

72

<1%

-

2018-07-02

72

<1%

-

2020-08-04

71

<1%

-

2013-07-01

69

<1%

-

2020-01-04

62

<1%

-

2019-08-01

59

<1%

-

2020-01-09

59

<1%

-

2020-01-07

58

<1%

-

2019-07-08

57

<1%

-

2020-09-04

57

<1%

-

2020-01-10

56

<1%

-

2020-08-14

55

<1%

-

2019-07-04

55

<1%

-

2020-08-06

55

<1%

-

2019-02-01

54

<1%

-

2019-07-05

54

<1%

-

2020-07-07

53

<1%

-

2020-09-10

53

<1%

-

2020-08-17

52

<1%

-

2019-07-09

51

<1%

-

2015-01-01

51

<1%

-

2020-07-15

51

<1%

-

2020-08-13

50

<1%

-

2020-09-07

49

<1%

-

2014-01-01

48

<1%

-

2020-01-13

48

<1%

-

2019-07-02

48

<1%

-

2019-07-23

48

<1%

-

2019-07-11

47

<1%

-

2019-07-18

47

<1%

-

2020-08-28

47

<1%

-

2020-01-21

47

<1%

-

2012-07-01

47

<1%

-

2020-08-11

46

<1%

-

2020-07-31

46

<1%

-

2020-01-15

46

<1%

-

2020-09-11

46

<1%

-

2019-08-08

9,782

54%

-

(Other)

contract_valid_until

MISSING:

225

(1%)

TOP CATEGORIES

2021.0

6,808

36%

2022.0

4,341

23%

2023.0

3,393

18%

2024.0

2,173

12%

2020.0

1,453

8%

2025.0

544

3%

2026.0

5

<1%

2028.0

1

<1%

2027.0

1

<1%

ALL

18,719

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

contract_valid_until
PROVIDES INFORMATION ON...

league_rank

0.15

nation_position

0.13

league_name

0.09

team_position

0.03

player_tags

0.03

international_reputation

0.01

real_face

0.00

skill_moves

0.00

weak_foot

0.00

work_rate

0.00

preferred_foot

0.00

THESE FEATURES
GIVE INFORMATION
ON contract_valid_until:

league_name

0.20

league_rank

0.07

team_position

0.05

nation_position

0.03

player_tags

0.01

skill_moves

0.00

work_rate

0.00

weak_foot

0.00

international_reputation

0.00

real_face

0.00

preferred_foot

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

contract_valid_until
CORRELATION RATIO WITH...

nation_jersey_number

0.41

potential

0.29

age

0.24

release_clause_eur

0.23

value_eur

0.21

sofifa_id

0.21

overall

0.19

movement_reactions

0.16

wage_eur

0.15

team_jersey_number

0.15

mentality_composure

0.12

power_shot_power

0.11

attacking_short_passing

0.10

skill_ball_control

0.10

nation_position

MISSING:

17,817

(94%)

TOP CATEGORIES

SUB

588

52%

GK

49

4%

LCB

49

4%

RCB

49

4%

RB

46

4%

LB

46

4%

ST

39

3%

RCM

37

3%

LCM

37

3%

RM

27

2%

LM

27

2%

CAM

19

2%

RW

19

2%

LW

19

2%

CDM

17

2%

LDM

12

1%

RDM

12

1%

(Other)

35

3%

ALL

1,127

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

nation_position
PROVIDES INFORMATION ON...

player_tags

0.06

international_reputation

0.06

league_rank

0.05

real_face

0.05

team_position

0.03

contract_valid_until

0.03

skill_moves

0.02

league_name

0.02

work_rate

0.01

weak_foot

0.01

preferred_foot

0.01

THESE FEATURES
GIVE INFORMATION
ON nation_position:

team_position

0.22

league_name

0.22

contract_valid_until

0.13

league_rank

0.12

player_tags

0.08

skill_moves

0.07

international_reputation

0.05

work_rate

0.05

real_face

0.05

weak_foot

0.02

preferred_foot

0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

nation_position
CORRELATION RATIO WITH...

nation_jersey_number

0.89

value_eur

0.39

release_clause_eur

0.38

wage_eur

0.36

overall

0.31

movement_reactions

0.27

potential

0.23

mentality_composure

0.22

mentality_vision

0.20

goalkeeping_positioning

0.20

goalkeeping_reflexes

0.19

goalkeeping_diving

0.19

gk_speed

0.19

gk_positioning

0.19

nation_jersey_number

MISSING:

17,817

(94%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

defending

-0.25

shooting

0.21

gk_diving

-0.21

gk_reflexes

-0.20

gk_handling

-0.19

gk_positioning

-0.18

gk_kicking

-0.16

defending_sliding_tackle

-0.16

dribbling

0.16

attacking_finishing

0.16

defending_standing_tackle

-0.15

physic

-0.15

mentality_interceptions

-0.15

power_long_shots

0.14

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

nation_position

0.89

league_name

0.44

team_position

0.42

contract_valid_until

0.41

league_rank

0.40

player_tags

0.20

real_face

0.17

international_reputation

0.17

skill_moves

0.13

weak_foot

0.09

work_rate

0.09

preferred_foot

0.01

MOST FREQUENT VALUES

10.0

49

4.3%

11.0

49

4.3%

23.0

49

4.3%

12.0

49

4.3%

19.0

49

4.3%

18.0

49

4.3%

17.0

49

4.3%

5.0

49

4.3%

3.0

49

4.3%

16.0

49

4.3%

7.0

49

4.3%

2.0

49

4.3%

8.0

49

4.3%

21.0

49

4.3%

6.0

49

4.3%

SMALLEST VALUES

1.0

49

4.3%

2.0

49

4.3%

3.0

49

4.3%

4.0

49

4.3%

5.0

49

4.3%

6.0

49

4.3%

7.0

49

4.3%

8.0

49

4.3%

9.0

49

4.3%

10.0

49

4.3%

11.0

49

4.3%

12.0

49

4.3%

13.0

48

4.3%

14.0

48

4.3%

15.0

49

4.3%

LARGEST VALUES

27.0

2

0.2%

26.0

1

<0.1%

23.0

49

4.3%

22.0

49

4.3%

21.0

49

4.3%

20.0

48

4.3%

19.0

49

4.3%

18.0

49

4.3%

17.0

49

4.3%

16.0

49

4.3%

15.0

49

4.3%

14.0

48

4.3%

13.0

48

4.3%

12.0

49

4.3%

11.0

49

4.3%

pace

MISSING:

2,083

(11%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

movement_sprint_speed

0.97

movement_acceleration

0.96

movement_agility

0.71

dribbling

0.54

movement_balance

0.54

skill_dribbling

0.53

mentality_positioning

0.44

attacking_crossing

0.44

height_cm

-0.41

attacking_finishing

0.37

weight_kg

-0.37

skill_curve

0.36

skill_ball_control

0.35

shooting

0.35

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.92

team_position

0.56

work_rate

0.39

weak_foot

0.29

player_tags

0.21

nation_position

0.16

preferred_foot

0.13

contract_valid_until

0.07

league_name

0.06

real_face

0.04

league_rank

0.01

international_reputation

0.01

MOST FREQUENT VALUES

67.0

715

4.2%

66.0

714

4.2%

68.0

711

4.2%

69.0

671

4.0%

71.0

667

4.0%

65.0

656

3.9%

70.0

628

3.7%

73.0

616

3.7%

64.0

610

3.6%

72.0

592

3.5%

75.0

580

3.4%

74.0

562

3.3%

63.0

541

3.2%

76.0

532

3.2%

77.0

496

2.9%

SMALLEST VALUES

25.0

1

<0.1%

28.0

2

<0.1%

29.0

2

<0.1%

30.0

23

0.1%

31.0

20

0.1%

32.0

29

0.2%

33.0

41

0.2%

34.0

48

0.3%

35.0

24

0.1%

36.0

32

0.2%

37.0

32

0.2%

38.0

37

0.2%

39.0

42

0.2%

40.0

36

0.2%

41.0

48

0.3%

LARGEST VALUES

96.0

3

<0.1%

95.0

3

<0.1%

94.0

20

0.1%

93.0

39

0.2%

92.0

46

0.3%

91.0

64

0.4%

90.0

83

0.5%

89.0

83

0.5%

88.0

114

0.7%

87.0

119

0.7%

86.0

151

0.9%

85.0

162

1.0%

84.0

176

1.0%

83.0

195

1.2%

82.0

279

1.7%

shooting

MISSING:

2,083

(11%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

attacking_finishing

0.96

power_long_shots

0.93

attacking_volleys

0.88

mentality_positioning

0.86

power_shot_power

0.86

mentality_penalties

0.80

dribbling

0.77

skill_dribbling

0.76

mentality_vision

0.75

skill_ball_control

0.72

skill_curve

0.72

passing

0.65

skill_fk_accuracy

0.65

mentality_composure

0.55

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.87

team_position

0.58

work_rate

0.44

weak_foot

0.38

player_tags

0.21

nation_position

0.18

international_reputation

0.17

real_face

0.16

league_name

0.16

contract_valid_until

0.07

preferred_foot

0.07

league_rank

0.06

MOST FREQUENT VALUES

58.0

525

3.1%

61.0

520

3.1%

60.0

507

3.0%

62.0

486

2.9%

57.0

483

2.9%

63.0

483

2.9%

59.0

477

2.8%

64.0

460

2.7%

65.0

454

2.7%

55.0

446

2.6%

56.0

431

2.6%

54.0

424

2.5%

53.0

401

2.4%

67.0

400

2.4%

51.0

397

2.4%

SMALLEST VALUES

16.0

1

<0.1%

17.0

2

<0.1%

18.0

3

<0.1%

19.0

3

<0.1%

20.0

8

<0.1%

21.0

13

<0.1%

22.0

47

0.3%

23.0

82

0.5%

24.0

114

0.7%

25.0

145

0.9%

26.0

200

1.2%

27.0

207

1.2%

28.0

196

1.2%

29.0

223

1.3%

30.0

240

1.4%

LARGEST VALUES

93.0

1

<0.1%

92.0

1

<0.1%

91.0

2

<0.1%

90.0

2

<0.1%

88.0

2

<0.1%

87.0

1

<0.1%

86.0

8

<0.1%

85.0

13

<0.1%

84.0

6

<0.1%

83.0

13

<0.1%

82.0

24

0.1%

81.0

28

0.2%

80.0

39

0.2%

79.0

52

0.3%

78.0

62

0.4%

passing

MISSING:

2,083

(11%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

attacking_short_passing

0.90

mentality_vision

0.88

skill_long_passing

0.85

skill_ball_control

0.85

dribbling

0.83

attacking_crossing

0.83

skill_curve

0.80

skill_dribbling

0.78

skill_fk_accuracy

0.75

overall

0.71

power_long_shots

0.71

mentality_composure

0.71

mentality_positioning

0.67

shooting

0.65

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.92

team_position

0.59

work_rate

0.38

weak_foot

0.34

player_tags

0.19

nation_position

0.19

real_face

0.18

league_name

0.18

international_reputation

0.17

preferred_foot

0.13

league_rank

0.08

contract_valid_until

0.08

MOST FREQUENT VALUES

60.0

704

4.2%

61.0

690

4.1%

57.0

689

4.1%

62.0

679

4.0%

59.0

670

4.0%

58.0

661

3.9%

56.0

616

3.7%

54.0

603

3.6%

63.0

598

3.5%

55.0

591

3.5%

64.0

555

3.3%

53.0

526

3.1%

65.0

516

3.1%

52.0

493

2.9%

66.0

489

2.9%

SMALLEST VALUES

25.0

5

<0.1%

26.0

6

<0.1%

27.0

12

<0.1%

28.0

15

<0.1%

29.0

29

0.2%

30.0

29

0.2%

31.0

36

0.2%

32.0

41

0.2%

33.0

70

0.4%

34.0

74

0.4%

35.0

89

0.5%

36.0

75

0.4%

37.0

116

0.7%

38.0

151

0.9%

39.0

152

0.9%

LARGEST VALUES

93.0

1

<0.1%

91.0

2

<0.1%

90.0

1

<0.1%

89.0

1

<0.1%

88.0

3

<0.1%

87.0

4

<0.1%

86.0

5

<0.1%

85.0

9

<0.1%

84.0

17

0.1%

83.0

11

<0.1%

82.0

25

0.1%

81.0

39

0.2%

80.0

46

0.3%

79.0

54

0.3%

78.0

89

0.5%

dribbling

MISSING:

2,083

(11%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_dribbling

0.98

skill_ball_control

0.91

passing

0.83

mentality_vision

0.81

mentality_positioning

0.80

skill_curve

0.77

shooting

0.77

power_long_shots

0.75

attacking_crossing

0.75

movement_agility

0.73

attacking_finishing

0.71

attacking_short_passing

0.71

attacking_volleys

0.69

power_shot_power

0.66

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.95

team_position

0.58

work_rate

0.41

weak_foot

0.35

player_tags

0.20

nation_position

0.18

league_name

0.16

real_face

0.15

international_reputation

0.13

preferred_foot

0.12

contract_valid_until

0.08

league_rank

0.06

MOST FREQUENT VALUES

63.0

803

4.8%

65.0

797

4.7%

64.0

787

4.7%

66.0

777

4.6%

68.0

737

4.4%

62.0

733

4.3%

67.0

705

4.2%

69.0

646

3.8%

61.0

631

3.7%

60.0

603

3.6%

70.0

593

3.5%

59.0

568

3.4%

58.0

563

3.3%

71.0

556

3.3%

72.0

452

2.7%

SMALLEST VALUES

25.0

1

<0.1%

27.0

3

<0.1%

28.0

1

<0.1%

29.0

5

<0.1%

30.0

19

0.1%

31.0

19

0.1%

32.0

30

0.2%

33.0

37

0.2%

34.0

30

0.2%

35.0

36

0.2%

36.0

65

0.4%

37.0

65

0.4%

38.0

79

0.5%

39.0

96

0.6%

40.0

77

0.5%

LARGEST VALUES

95.0

1

<0.1%

94.0

1

<0.1%

92.0

3

<0.1%

91.0

4

<0.1%

90.0

8

<0.1%

89.0

3

<0.1%

88.0

12

<0.1%

87.0

21

0.1%

86.0

21

0.1%

85.0

29

0.2%

84.0

39

0.2%

83.0

55

0.3%

82.0

66

0.4%

81.0

91

0.5%

80.0

112

0.7%

defending

MISSING:

2,083

(11%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

defending_standing_tackle

0.98

mentality_interceptions

0.96

defending_sliding_tackle

0.96

mentality_aggression

0.67

physic

0.55

attacking_finishing

-0.51

skill_long_passing

0.42

shooting

-0.40

attacking_volleys

-0.37

mentality_penalties

-0.37

power_stamina

0.37

power_strength

0.36

overall

0.36

attacking_heading_accuracy

0.35

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.73

team_position

0.60

work_rate

0.41

nation_position

0.19

player_tags

0.16

weak_foot

0.15

league_name

0.13

real_face

0.13

preferred_foot

0.12

international_reputation

0.11

contract_valid_until

0.05

league_rank

0.05

MOST FREQUENT VALUES

63.0

605

3.6%

62.0

570

3.4%

61.0

549

3.3%

60.0

538

3.2%

64.0

508

3.0%

66.0

498

3.0%

65.0

497

2.9%

59.0

475

2.8%

58.0

440

2.6%

67.0

402

2.4%

57.0

388

2.3%

68.0

381

2.3%

69.0

376

2.2%

56.0

372

2.2%

70.0

344

2.0%

SMALLEST VALUES

15.0

5

<0.1%

16.0

16

<0.1%

17.0

34

0.2%

18.0

88

0.5%

19.0

96

0.6%

20.0

120

0.7%

21.0

134

0.8%

22.0

166

1.0%

23.0

214

1.3%

24.0

226

1.3%

25.0

225

1.3%

26.0

253

1.5%

27.0

270

1.6%

28.0

263

1.6%

29.0

300

1.8%

LARGEST VALUES

91.0

1

<0.1%

90.0

1

<0.1%

89.0

2

<0.1%

88.0

2

<0.1%

87.0

8

<0.1%

86.0

9

<0.1%

85.0

12

<0.1%

84.0

9

<0.1%

83.0

13

<0.1%

82.0

31

0.2%

81.0

30

0.2%

80.0

42

0.2%

79.0

65

0.4%

78.0

81

0.5%

77.0

108

0.6%

physic

MISSING:

2,083

(11%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

power_strength

0.89

mentality_aggression

0.77

attacking_heading_accuracy

0.64

power_stamina

0.60

weight_kg

0.58

defending

0.55

overall

0.53

mentality_interceptions

0.53

height_cm

0.49

movement_reactions

0.49

defending_standing_tackle

0.49

power_jumping

0.47

defending_sliding_tackle

0.45

age

0.44

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.91

team_position

0.60

work_rate

0.39

weak_foot

0.25

player_tags

0.20

nation_position

0.17

real_face

0.10

preferred_foot

0.08

international_reputation

0.08

league_name

0.07

contract_valid_until

0.05

league_rank

0.01

MOST FREQUENT VALUES

67.0

740

4.4%

66.0

725

4.3%

69.0

715

4.2%

70.0

699

4.1%

68.0

690

4.1%

71.0

664

3.9%

65.0

645

3.8%

63.0

615

3.6%

72.0

605

3.6%

64.0

583

3.5%

74.0

579

3.4%

61.0

572

3.4%

62.0

572

3.4%

75.0

542

3.2%

73.0

540

3.2%

SMALLEST VALUES

28.0

2

<0.1%

29.0

2

<0.1%

31.0

2

<0.1%

32.0

2

<0.1%

33.0

5

<0.1%

34.0

10

<0.1%

35.0

10

<0.1%

36.0

17

0.1%

37.0

24

0.1%

38.0

38

0.2%

39.0

43

0.3%

40.0

67

0.4%

41.0

51

0.3%

42.0

89

0.5%

43.0

91

0.5%

LARGEST VALUES

91.0

2

<0.1%

90.0

1

<0.1%

89.0

3

<0.1%

88.0

2

<0.1%

87.0

13

<0.1%

86.0

20

0.1%

85.0

38

0.2%

84.0

54

0.3%

83.0

79

0.5%

82.0

102

0.6%

81.0

153

0.9%

80.0

182

1.1%

79.0

240

1.4%

78.0

303

1.8%

77.0

376

2.2%

gk_diving

MISSING:

16,861

(89%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

goalkeeping_diving

1.00

overall

0.95

gk_reflexes

0.92

goalkeeping_reflexes

0.92

gk_positioning

0.86

goalkeeping_positioning

0.86

gk_handling

0.85

goalkeeping_handling

0.85

movement_reactions

0.78

gk_kicking

0.75

goalkeeping_kicking

0.75

power_shot_power

0.75

potential

0.68

value_eur

0.56

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.99

team_position

0.62

work_rate

0.33

weak_foot

0.26

nation_position

0.19

preferred_foot

0.11

player_tags

0.10

league_name

0.03

contract_valid_until

0.03

league_rank

0.02

real_face

0.01

international_reputation

0.01

MOST FREQUENT VALUES

66.0

116

5.6%

64.0

114

5.5%

65.0

112

5.4%

63.0

106

5.1%

67.0

101

4.8%

68.0

100

4.8%

62.0

97

4.7%

70.0

92

4.4%

60.0

87

4.2%

61.0

81

3.9%

59.0

80

3.8%

69.0

79

3.8%

71.0

78

3.7%

58.0

73

3.5%

57.0

72

3.5%

SMALLEST VALUES

45.0

2

<0.1%

46.0

4

0.2%

47.0

9

0.4%

48.0

9

0.4%

49.0

9

0.4%

50.0

12

0.6%

51.0

16

0.8%

52.0

21

1.0%

53.0

33

1.6%

54.0

40

1.9%

55.0

56

2.7%

56.0

70

3.4%

57.0

72

3.5%

58.0

73

3.5%

59.0

80

3.8%

LARGEST VALUES

90.0

1

<0.1%

89.0

2

<0.1%

88.0

3

0.1%

87.0

2

<0.1%

86.0

4

0.2%

85.0

6

0.3%

84.0

12

0.6%

83.0

3

0.1%

82.0

15

0.7%

81.0

17

0.8%

80.0

18

0.9%

79.0

25

1.2%

78.0

26

1.2%

77.0

37

1.8%

76.0

34

1.6%

gk_handling

MISSING:

16,861

(89%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

goalkeeping_handling

1.00

overall

0.93

gk_positioning

0.88

goalkeeping_positioning

0.88

gk_diving

0.85

goalkeeping_diving

0.85

gk_reflexes

0.83

goalkeeping_reflexes

0.83

gk_kicking

0.77

goalkeeping_kicking

0.77

power_shot_power

0.76

movement_reactions

0.75

potential

0.65

value_eur

0.56

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.99

team_position

0.62

work_rate

0.33

weak_foot

0.26

nation_position

0.19

preferred_foot

0.11

player_tags

0.10

league_name

0.03

contract_valid_until

0.03

league_rank

0.02

real_face

0.01

international_reputation

0.01

MOST FREQUENT VALUES

62.0

126

6.0%

63.0

119

5.7%

60.0

118

5.7%

64.0

114

5.5%

65.0

113

5.4%

59.0

108

5.2%

58.0

94

4.5%

61.0

93

4.5%

66.0

92

4.4%

67.0

90

4.3%

68.0

85

4.1%

56.0

83

4.0%

57.0

77

3.7%

69.0

71

3.4%

70.0

68

3.3%

SMALLEST VALUES

43.0

1

<0.1%

45.0

3

0.1%

46.0

8

0.4%

47.0

10

0.5%

48.0

16

0.8%

49.0

12

0.6%

50.0

22

1.1%

51.0

32

1.5%

52.0

61

2.9%

53.0

47

2.3%

54.0

47

2.3%

55.0

68

3.3%

56.0

83

4.0%

57.0

77

3.7%

58.0

94

4.5%

LARGEST VALUES

92.0

1

<0.1%

89.0

1

<0.1%

88.0

1

<0.1%

87.0

1

<0.1%

86.0

1

<0.1%

85.0

3

0.1%

84.0

1

<0.1%

83.0

2

<0.1%

82.0

10

0.5%

81.0

8

0.4%

80.0

14

0.7%

79.0

9

0.4%

78.0

15

0.7%

77.0

19

0.9%

76.0

27

1.3%

gk_kicking

MISSING:

16,861

(89%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

goalkeeping_kicking

1.00

power_shot_power

1.00

overall

0.81

gk_handling

0.77

goalkeeping_handling

0.77

gk_positioning

0.76

goalkeeping_positioning

0.76

gk_diving

0.75

goalkeeping_diving

0.75

gk_reflexes

0.74

goalkeeping_reflexes

0.74

movement_reactions

0.66

potential

0.57

mentality_composure

0.48

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.99

team_position

0.61

work_rate

0.33

weak_foot

0.26

nation_position

0.19

preferred_foot

0.11

player_tags

0.10

league_name

0.03

contract_valid_until

0.03

league_rank

0.02

real_face

0.01

international_reputation

0.01

MOST FREQUENT VALUES

60.0

138

6.6%

58.0

127

6.1%

62.0

123

5.9%

61.0

110

5.3%

59.0

109

5.2%

63.0

107

5.1%

64.0

100

4.8%

65.0

99

4.8%

66.0

93

4.5%

56.0

82

3.9%

55.0

80

3.8%

68.0

77

3.7%

57.0

71

3.4%

67.0

66

3.2%

54.0

61

2.9%

SMALLEST VALUES

35.0

1

<0.1%

38.0

1

<0.1%

40.0

1

<0.1%

42.0

5

0.2%

43.0

2

<0.1%

44.0

5

0.2%

45.0

7

0.3%

46.0

14

0.7%

47.0

16

0.8%

48.0

18

0.9%

49.0

29

1.4%

50.0

33

1.6%

51.0

41

2.0%

52.0

53

2.5%

53.0

51

2.4%

LARGEST VALUES

93.0

1

<0.1%

91.0

1

<0.1%

90.0

1

<0.1%

88.0

1

<0.1%

87.0

2

<0.1%

85.0

3

0.1%

84.0

3

0.1%

83.0

4

0.2%

82.0

4

0.2%

81.0

5

0.2%

80.0

6

0.3%

79.0

8

0.4%

78.0

13

0.6%

77.0

19

0.9%

76.0

18

0.9%

gk_reflexes

MISSING:

16,861

(89%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

goalkeeping_reflexes

1.00

overall

0.95

gk_diving

0.92

goalkeeping_diving

0.92

gk_positioning

0.86

goalkeeping_positioning

0.86

gk_handling

0.83

goalkeeping_handling

0.83

movement_reactions

0.78

gk_kicking

0.74

goalkeeping_kicking

0.74

power_shot_power

0.74

potential

0.70

value_eur

0.56

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.99

team_position

0.62

work_rate

0.33

weak_foot

0.26

nation_position

0.19

preferred_foot

0.11

player_tags

0.10

league_name

0.03

contract_valid_until

0.03

league_rank

0.02

real_face

0.01

international_reputation

0.01

MOST FREQUENT VALUES

64.0

113

5.4%

63.0

102

4.9%

68.0

102

4.9%

69.0

100

4.8%

62.0

99

4.8%

67.0

98

4.7%

66.0

97

4.7%

65.0

85

4.1%

70.0

82

3.9%

71.0

77

3.7%

58.0

77

3.7%

73.0

76

3.6%

60.0

76

3.6%

61.0

67

3.2%

75.0

67

3.2%

SMALLEST VALUES

44.0

1

<0.1%

45.0

2

<0.1%

46.0

6

0.3%

47.0

3

0.1%

48.0

4

0.2%

49.0

2

<0.1%

50.0

17

0.8%

51.0

20

1.0%

52.0

17

0.8%

53.0

35

1.7%

54.0

41

2.0%

55.0

44

2.1%

56.0

64

3.1%

57.0

65

3.1%

58.0

77

3.7%

LARGEST VALUES

90.0

4

0.2%

89.0

6

0.3%

88.0

7

0.3%

87.0

3

0.1%

86.0

9

0.4%

85.0

5

0.2%

84.0

14

0.7%

83.0

12

0.6%

82.0

16

0.8%

81.0

14

0.7%

80.0

26

1.2%

79.0

35

1.7%

78.0

33

1.6%

77.0

36

1.7%

76.0

33

1.6%

gk_speed

MISSING:

16,861

(89%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

movement_sprint_speed

0.96

movement_acceleration

0.95

movement_agility

0.61

power_stamina

0.54

mentality_interceptions

0.53

mentality_positioning

0.52

power_long_shots

0.52

attacking_finishing

0.51

movement_reactions

0.51

overall

0.50

power_jumping

0.50

gk_reflexes

0.48

goalkeeping_reflexes

0.48

attacking_volleys

0.48

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.96

team_position

0.62

work_rate

0.32

weak_foot

0.25

nation_position

0.19

preferred_foot

0.10

player_tags

0.10

league_name

0.03

contract_valid_until

0.03

league_rank

0.02

international_reputation

0.01

real_face

0.01

MOST FREQUENT VALUES

45.0

86

4.1%

43.0

83

4.0%

44.0

76

3.6%

31.0

74

3.6%

46.0

72

3.5%

29.0

71

3.4%

42.0

70

3.4%

26.0

70

3.4%

27.0

69

3.3%

48.0

62

3.0%

41.0

62

3.0%

39.0

61

2.9%

25.0

60

2.9%

32.0

59

2.8%

24.0

59

2.8%

SMALLEST VALUES

12.0

1

<0.1%

15.0

3

0.1%

16.0

10

0.5%

17.0

14

0.7%

18.0

22

1.1%

19.0

17

0.8%

20.0

28

1.3%

21.0

31

1.5%

22.0

48

2.3%

23.0

55

2.6%

24.0

59

2.8%

25.0

60

2.9%

26.0

70

3.4%

27.0

69

3.3%

28.0

45

2.2%

LARGEST VALUES

65.0

2

<0.1%

64.0

2

<0.1%

63.0

7

0.3%

62.0

1

<0.1%

61.0

3

0.1%

60.0

14

0.7%

59.0

9

0.4%

58.0

13

0.6%

57.0

18

0.9%

56.0

22

1.1%

55.0

28

1.3%

54.0

19

0.9%

53.0

21

1.0%

52.0

37

1.8%

51.0

27

1.3%

gk_positioning

MISSING:

16,861

(89%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

goalkeeping_positioning

1.00

overall

0.95

gk_handling

0.88

goalkeeping_handling

0.88

gk_diving

0.86

goalkeeping_diving

0.86

gk_reflexes

0.86

goalkeeping_reflexes

0.86

movement_reactions

0.78

gk_kicking

0.76

goalkeeping_kicking

0.76

power_shot_power

0.76

potential

0.61

age

0.56

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.99

team_position

0.63

work_rate

0.33

weak_foot

0.26

nation_position

0.19

preferred_foot

0.11

player_tags

0.10

league_name

0.03

contract_valid_until

0.03

league_rank

0.02

real_face

0.01

international_reputation

0.01

MOST FREQUENT VALUES

66.0

109

5.2%

65.0

107

5.1%

62.0

103

4.9%

64.0

101

4.8%

60.0

92

4.4%

61.0

91

4.4%

63.0

90

4.3%

67.0

79

3.8%

58.0

78

3.7%

68.0

74

3.6%

59.0

72

3.5%

69.0

72

3.5%

57.0

68

3.3%

70.0

67

3.2%

55.0

65

3.1%

SMALLEST VALUES

38.0

1

<0.1%

40.0

1

<0.1%

41.0

4

0.2%

42.0

6

0.3%

43.0

4

0.2%

44.0

7

0.3%

45.0

12

0.6%

46.0

7

0.3%

47.0

15

0.7%

48.0

26

1.2%

49.0

29

1.4%

50.0

34

1.6%

51.0

43

2.1%

52.0

53

2.5%

53.0

53

2.5%

LARGEST VALUES

91.0

2

<0.1%

90.0

1

<0.1%

89.0

1

<0.1%

88.0

1

<0.1%

87.0

2

<0.1%

86.0

2

<0.1%

85.0

1

<0.1%

84.0

5

0.2%

83.0

8

0.4%

82.0

13

0.6%

81.0

13

0.6%

80.0

13

0.6%

79.0

24

1.2%

78.0

12

0.6%

77.0

29

1.4%

player_traits

MISSING:

10,629

(56%)

627

8%

-

Speed Dribbler (AI)

402

5%

-

Injury Prone

386

5%

-

Technical Dribbler (AI)

369

4%

-

Power Header

324

4%

-

Long Shot Taker (AI)

292

4%

-

Dives Into Tackles (AI)

282

3%

-

Long Passer (AI)

211

3%

-

Flair, Technical Dribbler (AI)

191

2%

-

Early Crosser

188

2%

-

Team Player

180

2%

-

Long Throw-in

160

2%

-

Solid Player

158

2%

-

Playmaker (AI)

142

2%

-

Flair

141

2%

-

Leadership

133

2%

-

Comes For Crosses

128

2%

-

Finesse Shot

108

1%

-

Cautious With Crosses

101

1%

-

Flair, Speed Dribbler (AI)

72

<1%

-

Long Shot Taker (AI), Technical Dribbler (AI)

62

<1%

-

Long Shot Taker (AI), Speed Dribbler (AI)

60

<1%

-

Leadership, Team Player

58

<1%

-

Outside Foot Shot

56

<1%

-

GK Long Throw

54

<1%

-

Injury Prone, Speed Dribbler (AI)

49

<1%

-

Playmaker (AI), Technical Dribbler (AI)

49

<1%

-

Speed Dribbler (AI), Technical Dribbler (AI)

43

<1%

-

Power Free-Kick

42

<1%

-

Rushes Out Of Goal

42

<1%

-

Injury Prone, Power Header

42

<1%

-

Long Shot Taker (AI), Playmaker (AI)

42

<1%

-

Flair, Long Shot Taker (AI), Technical Dribbler (AI)

40

<1%

-

Injury Prone, Dives Into Tackles (AI)

39

<1%

-

Dives Into Tackles (AI), Long Passer (AI)

39

<1%

-

Flair, Playmaker (AI), Technical Dribbler (AI)

39

<1%

-

Long Passer (AI), Long Shot Taker (AI)

38

<1%

-

Flair, Speed Dribbler (AI), Technical Dribbler (AI)

37

<1%

-

Saves with Feet

35

<1%

-

Dives Into Tackles (AI), Power Header

35

<1%

-

Early Crosser, Speed Dribbler (AI)

31

<1%

-

Finesse Shot, Technical Dribbler (AI)

31

<1%

-

Finesse Shot, Speed Dribbler (AI)

29

<1%

-

Injury Prone, Technical Dribbler (AI)

29

<1%

-

Flair, Long Shot Taker (AI)

29

<1%

-

Long Passer (AI), Power Header

28

<1%

-

Flair, Outside Foot Shot, Technical Dribbler (AI)

27

<1%

-

Power Free-Kick, Long Shot Taker (AI)

27

<1%

-

Long Passer (AI), Playmaker (AI)

26

<1%

-

Leadership, Power Header

24

<1%

-

Dives Into Tackles (AI), Long Shot Taker (AI)

23

<1%

-

GK Long Throw, Comes For Crosses

23

<1%

-

Rushes Out Of Goal, Comes For Crosses

23

<1%

-

Finesse Shot, Flair, Technical Dribbler (AI)

23

<1%

-

Injury Prone, Flair, Technical Dribbler (AI)

23

<1%

-

Long Throw-in, Dives Into Tackles (AI)

23

<1%

-

Flair, Playmaker (AI)

22

<1%

-

Injury Prone, Long Passer (AI)

22

<1%

-

Long Throw-in, Early Crosser

21

<1%

-

Giant Throw-in

21

<1%

-

Long Shot Taker (AI), Outside Foot Shot

2,314

28%

-

(Other)

attacking_crossing

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_dribbling

0.86

skill_ball_control

0.84

skill_curve

0.84

passing

0.83

attacking_short_passing

0.80

mentality_positioning

0.80

skill_fk_accuracy

0.76

dribbling

0.75

skill_long_passing

0.75

power_long_shots

0.75

movement_agility

0.72

attacking_volleys

0.69

movement_acceleration

0.69

mentality_vision

0.68

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.79

team_position

0.54

work_rate

0.40

weak_foot

0.31

player_tags

0.23

preferred_foot

0.20

league_name

0.20

nation_position

0.19

real_face

0.19

international_reputation

0.19

league_rank

0.08

contract_valid_until

0.08

MOST FREQUENT VALUES

58

561

3.0%

59

554

2.9%

65

547

2.9%

62

544

2.9%

60

523

2.8%

64

499

2.6%

63

489

2.6%

61

463

2.4%

56

451

2.4%

68

451

2.4%

66

446

2.4%

55

445

2.3%

57

444

2.3%

54

415

2.2%

52

410

2.2%

SMALLEST VALUES

6

3

<0.1%

7

9

<0.1%

8

30

0.2%

9

44

0.2%

10

180

1.0%

11

290

1.5%

12

284

1.5%

13

321

1.7%

14

266

1.4%

15

172

0.9%

16

88

0.5%

17

75

0.4%

18

88

0.5%

19

79

0.4%

20

97

0.5%

LARGEST VALUES

94

1

<0.1%

93

1

<0.1%

92

1

<0.1%

91

1

<0.1%

90

3

<0.1%

89

5

<0.1%

88

3

<0.1%

87

5

<0.1%

86

11

<0.1%

85

13

<0.1%

84

16

<0.1%

83

28

0.1%

82

35

0.2%

81

42

0.2%

80

58

0.3%

attacking_finishing

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

shooting

0.96

mentality_positioning

0.90

attacking_volleys

0.89

power_long_shots

0.89

mentality_penalties

0.85

skill_dribbling

0.83

skill_ball_control

0.79

skill_curve

0.77

power_shot_power

0.72

dribbling

0.71

skill_fk_accuracy

0.71

mentality_vision

0.70

attacking_short_passing

0.68

attacking_crossing

0.67

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.77

team_position

0.55

work_rate

0.47

weak_foot

0.38

player_tags

0.22

nation_position

0.18

international_reputation

0.17

real_face

0.16

league_name

0.15

contract_valid_until

0.08

league_rank

0.06

preferred_foot

0.03

MOST FREQUENT VALUES

58

505

2.7%

60

486

2.6%

62

479

2.5%

65

438

2.3%

55

426

2.2%

64

425

2.2%

63

424

2.2%

59

405

2.1%

61

393

2.1%

66

389

2.1%

56

368

1.9%

54

351

1.9%

52

349

1.8%

57

348

1.8%

68

346

1.8%

SMALLEST VALUES

3

4

<0.1%

4

9

<0.1%

5

123

0.6%

6

132

0.7%

7

183

1.0%

8

205

1.1%

9

205

1.1%

10

120

0.6%

11

162

0.9%

12

178

0.9%

13

149

0.8%

14

153

0.8%

15

145

0.8%

16

139

0.7%

17

134

0.7%

LARGEST VALUES

95

2

<0.1%

94

3

<0.1%

93

1

<0.1%

92

2

<0.1%

91

3

<0.1%

90

2

<0.1%

89

1

<0.1%

88

9

<0.1%

87

3

<0.1%

86

9

<0.1%

85

21

0.1%

84

22

0.1%

83

22

0.1%

82

33

0.2%

81

31

0.2%

attacking_heading_accuracy

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

goalkeeping_diving

-0.74

goalkeeping_reflexes

-0.74

goalkeeping_handling

-0.74

goalkeeping_kicking

-0.74

goalkeeping_positioning

-0.74

mentality_aggression

0.71

skill_ball_control

0.68

attacking_short_passing

0.67

physic

0.64

power_stamina

0.64

skill_dribbling

0.58

mentality_penalties

0.57

defending_standing_tackle

0.56

mentality_positioning

0.55

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.77

team_position

0.55

work_rate

0.34

player_tags

0.24

weak_foot

0.22

league_name

0.18

nation_position

0.18

international_reputation

0.16

real_face

0.16

contract_valid_until

0.07

league_rank

0.06

preferred_foot

0.05

MOST FREQUENT VALUES

58

680

3.6%

62

584

3.1%

60

573

3.0%

55

569

3.0%

59

532

2.8%

65

523

2.8%

64

506

2.7%

54

499

2.6%

52

492

2.6%

56

491

2.6%

57

488

2.6%

61

473

2.5%

63

469

2.5%

49

459

2.4%

48

448

2.4%

SMALLEST VALUES

5

3

<0.1%

6

1

<0.1%

7

8

<0.1%

8

21

0.1%

9

29

0.2%

10

201

1.1%

11

271

1.4%

12

280

1.5%

13

297

1.6%

14

277

1.5%

15

177

0.9%

16

96

0.5%

17

81

0.4%

18

87

0.5%

19

74

0.4%

LARGEST VALUES

93

2

<0.1%

92

3

<0.1%

91

3

<0.1%

90

7

<0.1%

89

1

<0.1%

88

2

<0.1%

87

6

<0.1%

86

10

<0.1%

85

17

<0.1%

84

36

0.2%

83

41

0.2%

82

51

0.3%

81

46

0.2%

80

79

0.4%

79

82

0.4%

attacking_short_passing

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_ball_control

0.92

passing

0.90

skill_long_passing

0.89

skill_dribbling

0.85

attacking_crossing

0.80

skill_curve

0.78

mentality_positioning

0.77

power_long_shots

0.76

power_stamina

0.73

goalkeeping_reflexes

-0.73

goalkeeping_diving

-0.73

mentality_composure

0.73

goalkeeping_handling

-0.73

skill_fk_accuracy

0.73

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.82

team_position

0.53

work_rate

0.35

weak_foot

0.33

league_name

0.27

real_face

0.25

international_reputation

0.23

player_tags

0.21

nation_position

0.19

league_rank

0.13

contract_valid_until

0.10

preferred_foot

0.09

MOST FREQUENT VALUES

62

880

4.6%

64

851

4.5%

65

844

4.5%

66

822

4.3%

68

774

4.1%

63

736

3.9%

67

731

3.9%

60

712

3.8%

61

638

3.4%

58

633

3.3%

70

606

3.2%

59

582

3.1%

69

559

3.0%

57

498

2.6%

72

482

2.5%

SMALLEST VALUES

7

1

<0.1%

8

4

<0.1%

11

8

<0.1%

12

11

<0.1%

13

12

<0.1%

14

16

<0.1%

15

50

0.3%

16

43

0.2%

17

62

0.3%

18

67

0.4%

19

65

0.3%

20

73

0.4%

21

86

0.5%

22

95

0.5%

23

121

0.6%

LARGEST VALUES

94

1

<0.1%

93

1

<0.1%

92

2

<0.1%

91

2

<0.1%

90

8

<0.1%

89

3

<0.1%

88

6

<0.1%

87

8

<0.1%

86

13

<0.1%

85

34

0.2%

84

45

0.2%

83

54

0.3%

82

66

0.3%

81

0.4%

80

129

0.7%

attacking_volleys

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

attacking_finishing

0.89

shooting

0.88

power_long_shots

0.88

mentality_positioning

0.86

mentality_penalties

0.85

skill_dribbling

0.82

skill_curve

0.81

skill_ball_control

0.80

skill_fk_accuracy

0.75

power_shot_power

0.74

attacking_short_passing

0.70

mentality_vision

0.69

attacking_crossing

0.69

dribbling

0.69

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.77

team_position

0.53

work_rate

0.43

weak_foot

0.37

player_tags

0.24

international_reputation

0.23

league_name

0.20

real_face

0.19

nation_position

0.19

league_rank

0.08

contract_valid_until

0.08

preferred_foot

0.05

MOST FREQUENT VALUES

48

448

2.4%

49

426

2.2%

42

409

2.2%

55

407

2.1%

59

398

2.1%

45

394

2.1%

53

383

2.0%

56

383

2.0%

52

373

2.0%

58

370

2.0%

32

368

1.9%

44

367

1.9%

38

363

1.9%

51

360

1.9%

40

360

1.9%

SMALLEST VALUES

3

1

<0.1%

4

16

<0.1%

5

128

0.7%

6

134

0.7%

7

156

0.8%

8

205

1.1%

9

202

1.1%

10

106

0.6%

11

128

0.7%

12

166

0.9%

13

169

0.9%

14

136

0.7%

15

145

0.8%

16

109

0.6%

17

106

0.6%

LARGEST VALUES

90

2

<0.1%

89

2

<0.1%

88

4

<0.1%

87

3

<0.1%

86

5

<0.1%

85

12

<0.1%

84

10

<0.1%

83

18

<0.1%

82

20

0.1%

81

17

<0.1%

80

24

0.1%

79

30

0.2%

78

40

0.2%

77

51

0.3%

76

75

0.4%

skill_dribbling

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

dribbling

0.98

skill_ball_control

0.94

mentality_positioning

0.91

attacking_crossing

0.86

skill_curve

0.85

attacking_short_passing

0.85

power_long_shots

0.85

attacking_finishing

0.83

attacking_volleys

0.82

passing

0.78

mentality_penalties

0.78

movement_agility

0.77

goalkeeping_diving

-0.76

goalkeeping_reflexes

-0.76

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.89

team_position

0.55

work_rate

0.43

weak_foot

0.36

player_tags

0.23

league_name

0.21

nation_position

0.18

real_face

0.18

international_reputation

0.17

preferred_foot

0.13

contract_valid_until

0.10

league_rank

0.08

MOST FREQUENT VALUES

65

765

4.0%

64

760

4.0%

62

693

3.7%

63

692

3.7%

66

642

3.4%

68

634

3.3%

67

608

3.2%

61

607

3.2%

60

596

3.1%

58

546

2.9%

59

546

2.9%

70

544

2.9%

69

481

2.5%

71

470

2.5%

72

469

2.5%

SMALLEST VALUES

5

41

0.2%

6

59

0.3%

7

74

0.4%

8

103

0.5%

9

103

0.5%

10

146

0.8%

11

207

1.1%

12

213

1.1%

13

208

1.1%

14

207

1.1%

15

145

0.8%

16

121

0.6%

17

98

0.5%

18

77

0.4%

19

99

0.5%

LARGEST VALUES

96

1

<0.1%

95

1

<0.1%

93

1

<0.1%

92

6

<0.1%

91

3

<0.1%

90

9

<0.1%

89

6

<0.1%

88

19

0.1%

87

30

0.2%

86

28

0.1%

85

47

0.2%

84

50

0.3%

83

66

0.3%

82

83

0.4%

81

83

0.4%

skill_curve

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_fk_accuracy

0.86

skill_dribbling

0.85

power_long_shots

0.84

attacking_crossing

0.84

skill_ball_control

0.83

mentality_positioning

0.83

attacking_volleys

0.81

passing

0.80

attacking_short_passing

0.78

attacking_finishing

0.77

dribbling

0.77

mentality_penalties

0.76

mentality_vision

0.75

shooting

0.72

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.79

team_position

0.51

work_rate

0.41

weak_foot

0.35

player_tags

0.25

international_reputation

0.23

league_name

0.22

real_face

0.21

nation_position

0.19

preferred_foot

0.15

league_rank

0.08

contract_valid_until

0.07

MOST FREQUENT VALUES

48

438

2.3%

58

414

2.2%

59

406

2.1%

55

406

2.1%

45

399

2.1%

52

393

2.1%

49

390

2.1%

42

378

2.0%

60

378

2.0%

57

372

2.0%

63

370

2.0%

56

369

1.9%

64

366

1.9%

53

363

1.9%

62

354

1.9%

SMALLEST VALUES

4

1

<0.1%

5

1

<0.1%

6

2

<0.1%

7

<0.1%

8

18

<0.1%

9

39

0.2%

10

177

0.9%

11

247

1.3%

12

307

1.6%

13

305

1.6%

14

259

1.4%

15

146

0.8%

16

129

0.7%

17

87

0.5%

18

88

0.5%

LARGEST VALUES

94

1

<0.1%

93

1

<0.1%

92

1

<0.1%

91

1

<0.1%

90

4

<0.1%

89

5

<0.1%

88

11

<0.1%

87

12

<0.1%

86

18

<0.1%

85

44

0.2%

84

31

0.2%

83

41

0.2%

82

54

0.3%

81

75

0.4%

80

94

0.5%

skill_fk_accuracy

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_curve

0.86

power_long_shots

0.81

attacking_crossing

0.76

skill_dribbling

0.76

skill_ball_control

0.76

attacking_volleys

0.75

passing

0.75

mentality_positioning

0.74

mentality_penalties

0.74

attacking_short_passing

0.73

mentality_vision

0.71

attacking_finishing

0.71

skill_long_passing

0.70

power_shot_power

0.65

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.72

team_position

0.49

work_rate

0.35

weak_foot

0.34

player_tags

0.22

international_reputation

0.22

league_name

0.20

real_face

0.18

nation_position

0.17

preferred_foot

0.15

league_rank

0.08

contract_valid_until

0.07

MOST FREQUENT VALUES

35

518

2.7%

39

505

2.7%

32

493

2.6%

42

487

2.6%

40

485

2.6%

31

460

2.4%

38

458

2.4%

34

444

2.3%

37

436

2.3%

30

426

2.2%

41

421

2.2%

33

412

2.2%

29

411

2.2%

36

399

2.1%

45

398

2.1%

SMALLEST VALUES

5

2

<0.1%

6

7

<0.1%

7

11

<0.1%

8

23

0.1%

9

29

0.2%

10

169

0.9%

11

282

1.5%

12

337

1.8%

13

320

1.7%

14

280

1.5%

15

156

0.8%

16

97

0.5%

17

85

0.4%

18

89

0.5%

19

96

0.5%

LARGEST VALUES

94

1

<0.1%

93

1

<0.1%

92

1

<0.1%

91

3

<0.1%

90

1

<0.1%

89

4

<0.1%

88

4

<0.1%

87

6

<0.1%

86

7

<0.1%

85

15

<0.1%

84

14

<0.1%

83

14

<0.1%

82

25

0.1%

81

35

0.2%

80

37

0.2%

skill_long_passing

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

attacking_short_passing

0.89

passing

0.85

skill_ball_control

0.79

attacking_crossing

0.75

skill_dribbling

0.73

skill_curve

0.71

skill_fk_accuracy

0.70

mentality_vision

0.70

mentality_composure

0.69

power_long_shots

0.67

power_stamina

0.65

mentality_positioning

0.63

mentality_aggression

0.61

mentality_interceptions

0.60

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.67

team_position

0.49

work_rate

0.30

weak_foot

0.29

league_name

0.26

real_face

0.24

international_reputation

0.24

player_tags

0.20

nation_position

0.19

league_rank

0.11

preferred_foot

0.10

contract_valid_until

0.08

MOST FREQUENT VALUES

62

639

3.4%

60

624

3.3%

58

621

3.3%

59

615

3.2%

65

612

3.2%

63

571

3.0%

64

564

3.0%

55

559

3.0%

61

546

2.9%

57

538

2.8%

56

482

2.5%

52

481

2.5%

54

474

2.5%

66

469

2.5%

53

459

2.4%

SMALLEST VALUES

5

1

<0.1%

8

1

<0.1%

9

5

<0.1%

10

1

<0.1%

11

<0.1%

12

21

0.1%

13

20

0.1%

14

17

<0.1%

15

54

0.3%

16

84

0.4%

17

63

0.3%

18

89

0.5%

19

78

0.4%

20

115

0.6%

21

128

0.7%

LARGEST VALUES

93

2

<0.1%

91

2

<0.1%

90

1

<0.1%

89

6

<0.1%

88

2

<0.1%

87

7

<0.1%

86

6

<0.1%

85

10

<0.1%

84

14

<0.1%

83

19

0.1%

82

29

0.2%

81

41

0.2%

80

50

0.3%

79

61

0.3%

78

75

0.4%

skill_ball_control

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_dribbling

0.94

attacking_short_passing

0.92

dribbling

0.91

mentality_positioning

0.87

passing

0.85

attacking_crossing

0.84

power_long_shots

0.83

skill_curve

0.83

goalkeeping_reflexes

-0.80

goalkeeping_diving

-0.80

goalkeeping_handling

-0.80

attacking_volleys

0.80

attacking_finishing

0.79

goalkeeping_kicking

-0.79

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.90

team_position

0.55

work_rate

0.39

weak_foot

0.36

league_name

0.23

player_tags

0.22

real_face

0.21

international_reputation

0.20

nation_position

0.19

preferred_foot

0.11

contract_valid_until

0.10

league_rank

0.10

MOST FREQUENT VALUES

65

856

4.5%

64

846

4.5%

62

840

4.4%

63

759

4.0%

66

754

4.0%

68

736

3.9%

60

725

3.8%

70

706

3.7%

67

705

3.7%

61

659

3.5%

69

632

3.3%

58

550

2.9%

59

538

2.8%

72

492

2.6%

71

480

2.5%

SMALLEST VALUES

5

1

<0.1%

7

1

<0.1%

8

2

<0.1%

9

6

<0.1%

10

55

0.3%

11

97

0.5%

12

92

0.5%

13

88

0.5%

14

119

0.6%

15

134

0.7%

16

134

0.7%

17

101

0.5%

18

158

0.8%

19

143

0.8%

20

134

0.7%

LARGEST VALUES

96

1

<0.1%

95

1

<0.1%

94

1

<0.1%

93

1

<0.1%

92

3

<0.1%

91

9

<0.1%

90

8

<0.1%

89

10

<0.1%

88

17

<0.1%

87

15

<0.1%

86

21

0.1%

85

46

0.2%

84

51

0.3%

83

69

0.4%

82

83

0.4%

movement_acceleration

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

pace

0.96

gk_speed

0.95

movement_sprint_speed

0.93

movement_agility

0.83

skill_dribbling

0.75

movement_balance

0.72

mentality_positioning

0.69

skill_ball_control

0.69

attacking_crossing

0.69

skill_curve

0.63

attacking_finishing

0.62

goalkeeping_handling

-0.61

power_stamina

0.61

goalkeeping_diving

-0.61

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.72

team_position

0.45

work_rate

0.42

player_tags

0.31

weak_foot

0.27

nation_position

0.13

preferred_foot

0.12

contract_valid_until

0.09

league_name

0.09

real_face

0.06

international_reputation

0.03

league_rank

0.01

MOST FREQUENT VALUES

68

791

4.2%

69

721

3.8%

67

681

3.6%

74

640

3.4%

66

639

3.4%

65

606

3.2%

64

603

3.2%

72

586

3.1%

73

580

3.1%

75

565

3.0%

63

555

2.9%

70

549

2.9%

76

547

2.9%

62

520

2.7%

71

505

2.7%

SMALLEST VALUES

13

2

<0.1%

14

3

<0.1%

15

21

0.1%

16

<0.1%

17

33

0.2%

18

30

0.2%

19

32

0.2%

20

33

0.2%

21

29

0.2%

22

38

0.2%

23

36

0.2%

24

48

0.3%

25

48

0.3%

26

45

0.2%

27

54

0.3%

LARGEST VALUES

97

1

<0.1%

96

6

<0.1%

95

7

<0.1%

94

27

0.1%

93

45

0.2%

92

52

0.3%

91

86

0.5%

90

111

0.6%

89

96

0.5%

88

114

0.6%

87

129

0.7%

86

159

0.8%

85

181

1.0%

84

194

1.0%

83

227

1.2%

movement_sprint_speed

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

pace

0.97

gk_speed

0.96

movement_acceleration

0.93

movement_agility

0.77

skill_dribbling

0.73

mentality_positioning

0.68

skill_ball_control

0.67

attacking_crossing

0.66

movement_balance

0.65

power_stamina

0.62

goalkeeping_handling

-0.61

goalkeeping_diving

-0.61

goalkeeping_reflexes

-0.61

goalkeeping_kicking

-0.61

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.70

team_position

0.44

work_rate

0.41

player_tags

0.28

weak_foot

0.26

nation_position

0.13

preferred_foot

0.11

league_name

0.10

contract_valid_until

0.10

real_face

0.06

international_reputation

0.03

league_rank

0.01

MOST FREQUENT VALUES

69

794

4.2%

68

780

4.1%

67

741

3.9%

66

697

3.7%

65

653

3.4%

64

614

3.2%

74

607

3.2%

72

604

3.2%

70

583

3.1%

75

574

3.0%

73

563

3.0%

71

563

3.0%

63

533

2.8%

76

508

2.7%

62

506

2.7%

SMALLEST VALUES

12

1

<0.1%

14

1

<0.1%

15

28

0.1%

16

18

<0.1%

17

28

0.1%

18

28

0.1%

19

22

0.1%

20

32

0.2%

21

27

0.1%

22

30

0.2%

23

45

0.2%

24

31

0.2%

25

48

0.3%

26

46

0.2%

27

47

0.2%

LARGEST VALUES

96

4

<0.1%

95

7

<0.1%

94

24

0.1%

93

40

0.2%

92

56

0.3%

91

81

0.4%

90

117

0.6%

89

84

0.4%

88

101

0.5%

87

114

0.6%

86

139

0.7%

85

179

0.9%

84

188

1.0%

83

211

1.1%

82

239

1.3%

movement_agility

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

movement_acceleration

0.83

skill_dribbling

0.77

movement_balance

0.77

movement_sprint_speed

0.77

dribbling

0.73

mentality_positioning

0.72

attacking_crossing

0.72

skill_ball_control

0.71

pace

0.71

skill_curve

0.70

power_long_shots

0.66

attacking_finishing

0.66

attacking_volleys

0.64

attacking_short_passing

0.63

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.71

team_position

0.46

work_rate

0.41

player_tags

0.34

weak_foot

0.31

nation_position

0.14

real_face

0.10

preferred_foot

0.10

league_name

0.10

international_reputation

0.09

contract_valid_until

0.07

league_rank

0.02

MOST FREQUENT VALUES

67

617

3.3%

68

616

3.3%

70

613

3.2%

69

600

3.2%

72

597

3.2%

66

589

3.1%

73

575

3.0%

65

573

3.0%

74

547

2.9%

71

543

2.9%

64

533

2.8%

75

529

2.8%

62

523

2.8%

63

517

2.7%

76

497

2.6%

SMALLEST VALUES

14

1

<0.1%

15

2

<0.1%

18

2

<0.1%

19

3

<0.1%

20

2

<0.1%

21

28

0.1%

22

36

0.2%

23

40

0.2%

24

38

0.2%

25

34

0.2%

26

47

0.2%

27

38

0.2%

28

54

0.3%

29

56

0.3%

30

103

0.5%

LARGEST VALUES

96

1

<0.1%

95

5

<0.1%

94

15

<0.1%

93

32

0.2%

92

50

0.3%

91

83

0.4%

90

117

0.6%

89

77

0.4%

88

97

0.5%

87

112

0.6%

86

128

0.7%

85

162

0.9%

84

185

1.0%

83

222

1.2%

82

230

1.2%

movement_reactions

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

overall

0.87

gk_reflexes

0.78

gk_diving

0.78

gk_positioning

0.78

gk_handling

0.75

mentality_composure

0.69

gk_kicking

0.66

passing

0.65

dribbling

0.58

value_eur

0.56

release_clause_eur

0.56

power_shot_power

0.52

mentality_vision

0.52

potential

0.51

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

league_name

0.48

international_reputation

0.41

real_face

0.41

team_position

0.40

skill_moves

0.40

player_tags

0.29

nation_position

0.27

work_rate

0.25

weak_foot

0.22

league_rank

0.21

contract_valid_until

0.16

preferred_foot

0.02

MOST FREQUENT VALUES

60

914

4.8%

58

901

4.8%

63

858

4.5%

62

846

4.5%

64

819

4.3%

65

812

4.3%

59

784

4.1%

66

745

3.9%

68

740

3.9%

61

717

3.8%

67

699

3.7%

55

693

3.7%

57

647

3.4%

56

641

3.4%

70

625

3.3%

SMALLEST VALUES

24

1

<0.1%

28

1

<0.1%

29

2

<0.1%

30

6

<0.1%

31

12

<0.1%

32

13

<0.1%

33

13

<0.1%

34

11

<0.1%

35

28

0.1%

36

19

0.1%

37

32

0.2%

38

44

0.2%

39

41

0.2%

40

62

0.3%

41

63

0.3%

LARGEST VALUES

95

1

<0.1%

94

2

<0.1%

93

2

<0.1%

92

6

<0.1%

91

4

<0.1%

90

5

<0.1%

89

3

<0.1%

88

11

<0.1%

87

12

<0.1%

86

18

<0.1%

85

26

0.1%

84

43

0.2%

83

52

0.3%

82

86

0.5%

81

75

0.4%

movement_balance

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

movement_agility

0.77

height_cm

-0.77

movement_acceleration

0.72

skill_dribbling

0.67

weight_kg

-0.65

movement_sprint_speed

0.65

attacking_crossing

0.64

skill_ball_control

0.62

mentality_positioning

0.61

skill_curve

0.61

power_long_shots

0.55

dribbling

0.55

attacking_short_passing

0.55

attacking_finishing

0.54

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.63

team_position

0.42

player_tags

0.33

work_rate

0.32

weak_foot

0.26

nation_position

0.13

preferred_foot

0.09

league_name

0.07

real_face

0.06

contract_valid_until

0.06

international_reputation

0.05

league_rank

0.01

MOST FREQUENT VALUES

68

673

3.6%

65

635

3.4%

67

620

3.3%

70

619

3.3%

69

616

3.3%

72

597

3.2%

71

590

3.1%

66

589

3.1%

73

581

3.1%

75

577

3.0%

74

541

2.9%

64

536

2.8%

63

510

2.7%

62

485

2.6%

76

478

2.5%

SMALLEST VALUES

12

1

<0.1%

14

1

<0.1%

17

1

<0.1%

18

1

<0.1%

19

2

<0.1%

20

7

<0.1%

21

0.1%

22

28

0.1%

23

21

0.1%

24

36

0.2%

25

26

0.1%

26

34

0.2%

27

33

0.2%

28

52

0.3%

29

57

0.3%

LARGEST VALUES

97

1

<0.1%

96

1

<0.1%

95

11

<0.1%

94

23

0.1%

93

32

0.2%

92

67

0.4%

91

80

0.4%

90

111

0.6%

89

75

0.4%

88

96

0.5%

87

105

0.6%

86

133

0.7%

85

143

0.8%

84

181

1.0%

83

201

1.1%

power_shot_power

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

gk_kicking

1.00

shooting

0.86

power_long_shots

0.80

gk_handling

0.76

gk_positioning

0.76

gk_diving

0.75

attacking_volleys

0.74

gk_reflexes

0.74

attacking_finishing

0.72

skill_curve

0.68

mentality_vision

0.68

mentality_penalties

0.67

dribbling

0.66

mentality_positioning

0.66

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.58

team_position

0.41

work_rate

0.36

league_name

0.33

weak_foot

0.32

international_reputation

0.29

real_face

0.27

player_tags

0.24

nation_position

0.19

league_rank

0.12

contract_valid_until

0.11

preferred_foot

0.02

MOST FREQUENT VALUES

65

604

3.2%

68

569

3.0%

70

569

3.0%

64

555

2.9%

62

544

2.9%

66

527

2.8%

58

526

2.8%

59

515

2.7%

60

496

2.6%

63

494

2.6%

55

492

2.6%

47

466

2.5%

56

455

2.4%

50

450

2.4%

67

446

2.4%

SMALLEST VALUES

18

1

<0.1%

20

15

<0.1%

21

12

<0.1%

22

0.1%

23

31

0.2%

24

37

0.2%

25

48

0.3%

26

33

0.2%

27

39

0.2%

28

64

0.3%

29

48

0.3%

30

73

0.4%

31

100

0.5%

32

109

0.6%

33

113

0.6%

LARGEST VALUES

95

1

<0.1%

94

2

<0.1%

93

1

<0.1%

91

2

<0.1%

90

8

<0.1%

89

7

<0.1%

88

13

<0.1%

87

19

0.1%

86

35

0.2%

85

50

0.3%

84

0.4%

83

60

0.3%

82

110

0.6%

81

123

0.6%

80

179

0.9%

power_jumping

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

gk_speed

0.50

physic

0.47

attacking_heading_accuracy

0.43

mentality_aggression

0.40

gk_reflexes

0.38

gk_diving

0.38

gk_positioning

0.36

power_stamina

0.36

gk_handling

0.35

power_strength

0.35

gk_kicking

0.32

mentality_interceptions

0.31

movement_reactions

0.28

overall

0.28

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

team_position

0.28

skill_moves

0.22

work_rate

0.22

player_tags

0.13

international_reputation

0.12

real_face

0.11

nation_position

0.10

league_name

0.10

weak_foot

0.08

contract_valid_until

0.05

league_rank

0.02

preferred_foot

0.02

MOST FREQUENT VALUES

70

805

4.2%

71

714

3.8%

65

677

3.6%

62

660

3.5%

64

645

3.4%

72

645

3.4%

60

631

3.3%

68

617

3.3%

66

612

3.2%

67

608

3.2%

61

604

3.2%

58

591

3.1%

63

589

3.1%

73

570

3.0%

59

545

2.9%

SMALLEST VALUES

15

1

<0.1%

17

1

<0.1%

19

1

<0.1%

22

1

<0.1%

24

1

<0.1%

26

4

<0.1%

27

4

<0.1%

28

3

<0.1%

29

3

<0.1%

30

34

0.2%

31

47

0.2%

32

60

0.3%

33

90

0.5%

34

106

0.6%

35

59

0.3%

LARGEST VALUES

95

1

<0.1%

94

6

<0.1%

93

22

0.1%

92

45

0.2%

91

73

0.4%

90

103

0.5%

89

53

0.3%

88

62

0.3%

87

74

0.4%

86

84

0.4%

85

123

0.6%

84

164

0.9%

83

202

1.1%

82

240

1.3%

81

289

1.5%

power_stamina

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_ball_control

0.74

attacking_short_passing

0.73

skill_dribbling

0.70

goalkeeping_reflexes

-0.69

goalkeeping_diving

-0.69

goalkeeping_handling

-0.69

goalkeeping_kicking

-0.69

goalkeeping_positioning

-0.69

attacking_crossing

0.68

mentality_aggression

0.66

mentality_positioning

0.66

skill_long_passing

0.65

attacking_heading_accuracy

0.64

movement_sprint_speed

0.62

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.74

team_position

0.54

work_rate

0.41

weak_foot

0.25

player_tags

0.23

nation_position

0.18

real_face

0.12

league_name

0.10

preferred_foot

0.08

contract_valid_until

0.08

international_reputation

0.07

league_rank

0.03

MOST FREQUENT VALUES

68

743

3.9%

69

647

3.4%

70

645

3.4%

67

632

3.3%

66

627

3.3%

65

612

3.2%

71

610

3.2%

72

608

3.2%

64

589

3.1%

74

570

3.0%

73

556

2.9%

63

542

2.9%

75

538

2.8%

62

509

2.7%

60

503

2.7%

SMALLEST VALUES

12

1

<0.1%

14

3

<0.1%

15

5

<0.1%

16

19

0.1%

17

43

0.2%

18

65

0.3%

19

53

0.3%

20

71

0.4%

21

76

0.4%

22

74

0.4%

23

84

0.4%

24

86

0.5%

25

115

0.6%

26

94

0.5%

27

100

0.5%

LARGEST VALUES

97

1

<0.1%

96

1

<0.1%

95

3

<0.1%

94

13

<0.1%

93

27

0.1%

92

48

0.3%

91

75

0.4%

90

116

0.6%

89

83

0.4%

88

94

0.5%

87

100

0.5%

86

133

0.7%

85

162

0.9%

84

169

0.9%

83

194

1.0%

power_strength

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

physic

0.89

weight_kg

0.61

height_cm

0.53

attacking_heading_accuracy

0.50

mentality_aggression

0.47

gk_reflexes

0.38

gk_diving

0.37

gk_positioning

0.37

defending

0.36

movement_balance

-0.36

overall

0.36

age

0.35

gk_handling

0.35

power_jumping

0.35

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

team_position

0.40

player_tags

0.38

work_rate

0.26

skill_moves

0.20

nation_position

0.13

international_reputation

0.13

real_face

0.13

league_name

0.12

contract_valid_until

0.07

preferred_foot

0.03

weak_foot

0.03

league_rank

0.03

MOST FREQUENT VALUES

70

693

3.7%

68

687

3.6%

66

637

3.4%

67

606

3.2%

72

605

3.2%

65

592

3.1%

71

592

3.1%

64

577

3.0%

74

571

3.0%

75

564

3.0%

73

563

3.0%

60

562

3.0%

69

562

3.0%

62

556

2.9%

63

545

2.9%

SMALLEST VALUES

16

1

<0.1%

20

1

<0.1%

22

1

<0.1%

24

2

<0.1%

25

4

<0.1%

26

4

<0.1%

27

6

<0.1%

28

4

<0.1%

29

22

0.1%

30

42

0.2%

31

45

0.2%

32

62

0.3%

33

70

0.4%

34

87

0.5%

35

59

0.3%

LARGEST VALUES

97

1

<0.1%

96

1

<0.1%

95

4

<0.1%

94

10

<0.1%

93

34

0.2%

92

53

0.3%

91

82

0.4%

90

117

0.6%

89

66

0.3%

88

83

0.4%

87

81

0.4%

86

117

0.6%

85

150

0.8%

84

172

0.9%

83

212

1.1%

power_long_shots

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

shooting

0.93

attacking_finishing

0.89

mentality_positioning

0.88

attacking_volleys

0.88

skill_dribbling

0.85

skill_curve

0.84

skill_ball_control

0.83

mentality_penalties

0.82

skill_fk_accuracy

0.81

power_shot_power

0.80

attacking_short_passing

0.76

mentality_vision

0.76

dribbling

0.75

attacking_crossing

0.75

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.78

team_position

0.53

work_rate

0.42

weak_foot

0.37

player_tags

0.22

international_reputation

0.21

league_name

0.20

real_face

0.18

nation_position

0.18

league_rank

0.08

contract_valid_until

0.08

preferred_foot

0.07

MOST FREQUENT VALUES

58

499

2.6%

60

491

2.6%

59

481

2.5%

65

462

2.4%

62

458

2.4%

55

451

2.4%

63

437

2.3%

52

423

2.2%

56

418

2.2%

57

408

2.2%

66

400

2.1%

54

394

2.1%

61

392

2.1%

68

391

2.1%

64

374

2.0%

SMALLEST VALUES

4

9

<0.1%

5

120

0.6%

6

159

0.8%

7

149

0.8%

8

175

0.9%

9

186

1.0%

10

83

0.4%

11

114

0.6%

12

181

1.0%

13

170

0.9%

14

154

0.8%

15

175

0.9%

16

151

0.8%

17

163

0.9%

18

164

0.9%

LARGEST VALUES

94

1

<0.1%

93

1

<0.1%

92

1

<0.1%

91

1

<0.1%

90

1

<0.1%

89

5

<0.1%

88

5

<0.1%

87

7

<0.1%

86

8

<0.1%

85

5

<0.1%

84

21

0.1%

83

23

0.1%

82

37

0.2%

81

43

0.2%

80

53

0.3%

mentality_aggression

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

physic

0.77

mentality_interceptions

0.75

defending_standing_tackle

0.74

defending_sliding_tackle

0.72

attacking_heading_accuracy

0.71

defending

0.67

power_stamina

0.66

attacking_short_passing

0.64

skill_long_passing

0.61

goalkeeping_reflexes

-0.58

goalkeeping_diving

-0.58

skill_ball_control

0.58

goalkeeping_handling

-0.58

goalkeeping_kicking

-0.58

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.61

team_position

0.49

work_rate

0.40

player_tags

0.22

league_name

0.19

real_face

0.19

international_reputation

0.18

nation_position

0.17

weak_foot

0.16

league_rank

0.07

preferred_foot

0.06

contract_valid_until

0.06

MOST FREQUENT VALUES

58

512

2.7%

70

507

2.7%

62

500

2.6%

65

491

2.6%

68

490

2.6%

60

480

2.5%

55

471

2.5%

66

455

2.4%

59

450

2.4%

64

446

2.4%

63

445

2.3%

72

433

2.3%

61

411

2.2%

67

406

2.1%

57

395

2.1%

SMALLEST VALUES

9

1

<0.1%

10

1

<0.1%

11

3

<0.1%

12

8

<0.1%

13

10

<0.1%

14

7

<0.1%

15

26

0.1%

16

67

0.4%

17

83

0.4%

18

105

0.6%

19

107

0.6%

20

135

0.7%

21

103

0.5%

22

149

0.8%

23

133

0.7%

LARGEST VALUES

96

1

<0.1%

95

2

<0.1%

94

2

<0.1%

93

6

<0.1%

92

9

<0.1%

91

11

<0.1%

90

24

0.1%

89

29

0.2%

88

53

0.3%

87

61

0.3%

86

64

0.3%

85

91

0.5%

84

114

0.6%

83

102

0.5%

82

160

0.8%

mentality_interceptions

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

defending

0.96

defending_standing_tackle

0.95

defending_sliding_tackle

0.94

mentality_aggression

0.75

skill_long_passing

0.60

power_stamina

0.60

attacking_short_passing

0.56

attacking_heading_accuracy

0.55

gk_speed

0.53

physic

0.53

goalkeeping_reflexes

-0.49

goalkeeping_diving

-0.49

goalkeeping_kicking

-0.49

goalkeeping_handling

-0.49

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

team_position

0.56

skill_moves

0.54

work_rate

0.43

nation_position

0.18

player_tags

0.17

league_name

0.15

real_face

0.15

international_reputation

0.13

preferred_foot

0.10

weak_foot

0.10

league_rank

0.06

contract_valid_until

0.05

MOST FREQUENT VALUES

60

518

2.7%

62

513

2.7%

65

496

2.6%

58

494

2.6%

63

485

2.6%

59

482

2.5%

64

468

2.5%

66

453

2.4%

67

412

2.2%

68

411

2.2%

57

404

2.1%

22

401

2.1%

56

400

2.1%

61

396

2.1%

55

394

2.1%

SMALLEST VALUES

3

1

<0.1%

4

3

<0.1%

5

3

<0.1%

6

60

0.3%

7

80

0.4%

8

88

0.5%

9

79

0.4%

10

163

0.9%

11

178

0.9%

12

239

1.3%

13

232

1.2%

14

242

1.3%

15

234

1.2%

16

235

1.2%

17

243

1.3%

LARGEST VALUES

91

2

<0.1%

90

3

<0.1%

89

2

<0.1%

88

4

<0.1%

87

12

<0.1%

86

12

<0.1%

85

20

0.1%

84

17

<0.1%

83

25

0.1%

82

45

0.2%

81

45

0.2%

80

59

0.3%

79

84

0.4%

78

95

0.5%

77

129

0.7%

mentality_positioning

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_dribbling

0.91

attacking_finishing

0.90

power_long_shots

0.88

skill_ball_control

0.87

attacking_volleys

0.86

shooting

0.86

skill_curve

0.83

mentality_penalties

0.81

dribbling

0.80

attacking_crossing

0.80

attacking_short_passing

0.77

skill_fk_accuracy

0.74

mentality_vision

0.74

movement_agility

0.72

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.83

team_position

0.57

work_rate

0.47

weak_foot

0.36

player_tags

0.22

nation_position

0.19

international_reputation

0.17

real_face

0.17

league_name

0.16

preferred_foot

0.09

contract_valid_until

0.08

league_rank

0.08

MOST FREQUENT VALUES

58

603

3.2%

62

560

3.0%

60

551

2.9%

65

547

2.9%

59

544

2.9%

64

540

2.9%

63

520

2.7%

57

518

2.7%

55

506

2.7%

61

488

2.6%

66

470

2.5%

54

469

2.5%

68

462

2.4%

56

449

2.4%

52

442

2.3%

SMALLEST VALUES

2

5

<0.1%

3

6

<0.1%

4

113

0.6%

5

147

0.8%

6

190

1.0%

7

195

1.0%

8

184

1.0%

9

89

0.5%

10

119

0.6%

11

161

0.8%

12

158

0.8%

13

171

0.9%

14

126

0.7%

15

118

0.6%

16

98

0.5%

LARGEST VALUES

95

1

<0.1%

94

3

<0.1%

93

4

<0.1%

92

4

<0.1%

91

4

<0.1%

90

3

<0.1%

89

2

<0.1%

88

3

<0.1%

87

8

<0.1%

86

12

<0.1%

85

28

0.1%

84

40

0.2%

83

41

0.2%

82

56

0.3%

81

41

0.2%

mentality_vision

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

passing

0.88

dribbling

0.81

power_long_shots

0.76

shooting

0.75

skill_curve

0.75

mentality_positioning

0.74

skill_dribbling

0.72

skill_fk_accuracy

0.71

attacking_finishing

0.70

skill_ball_control

0.70

attacking_short_passing

0.70

skill_long_passing

0.70

attacking_volleys

0.69

attacking_crossing

0.68

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.66

team_position

0.48

work_rate

0.36

weak_foot

0.35

international_reputation

0.28

real_face

0.27

league_name

0.26

player_tags

0.26

nation_position

0.20

league_rank

0.12

contract_valid_until

0.10

preferred_foot

0.05

MOST FREQUENT VALUES

59

643

3.4%

58

624

3.3%

55

605

3.2%

60

597

3.2%

62

592

3.1%

65

549

2.9%

64

546

2.9%

52

518

2.7%

63

514

2.7%

57

510

2.7%

54

510

2.7%

53

483

2.5%

56

474

2.5%

61

461

2.4%

48

458

2.4%

SMALLEST VALUES

9

1

<0.1%

10

4

<0.1%

11

<0.1%

12

11

<0.1%

13

12

<0.1%

14

11

<0.1%

15

11

<0.1%

16

6

<0.1%

17

11

<0.1%

18

23

0.1%

19

16

<0.1%

20

27

0.1%

21

36

0.2%

22

42

0.2%

23

43

0.2%

LARGEST VALUES

95

1

<0.1%

94

1

<0.1%

93

1

<0.1%

91

1

<0.1%

90

6

<0.1%

89

2

<0.1%

88

6

<0.1%

87

11

<0.1%

86

10

<0.1%

85

19

0.1%

84

25

0.1%

83

32

0.2%

82

35

0.2%

81

47

0.2%

80

0.4%

mentality_penalties

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

attacking_finishing

0.85

attacking_volleys

0.85

power_long_shots

0.82

mentality_positioning

0.81

shooting

0.80

skill_dribbling

0.78

skill_ball_control

0.78

skill_curve

0.76

skill_fk_accuracy

0.74

attacking_short_passing

0.69

power_shot_power

0.67

attacking_crossing

0.65

mentality_vision

0.63

goalkeeping_diving

-0.63

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.75

team_position

0.50

work_rate

0.39

weak_foot

0.35

international_reputation

0.21

player_tags

0.20

league_name

0.19

nation_position

0.17

real_face

0.16

league_rank

0.07

contract_valid_until

0.07

preferred_foot

0.05

MOST FREQUENT VALUES

55

523

2.8%

45

516

2.7%

49

516

2.7%

40

506

2.7%

42

502

2.6%

48

493

2.6%

58

477

2.5%

44

474

2.5%

60

474

2.5%

41

446

2.4%

52

438

2.3%

59

433

2.3%

51

430

2.3%

57

427

2.3%

46

422

2.2%

SMALLEST VALUES

6

1

<0.1%

7

5

<0.1%

8

9

<0.1%

9

6

<0.1%

10

72

0.4%

11

105

0.6%

12

125

0.7%

13

119

0.6%

14

135

0.7%

15

153

0.8%

16

131

0.7%

17

120

0.6%

18

153

0.8%

19

123

0.6%

20

88

0.5%

LARGEST VALUES

92

5

<0.1%

91

4

<0.1%

90

8

<0.1%

89

2

<0.1%

88

4

<0.1%

87

6

<0.1%

86

6

<0.1%

85

15

<0.1%

84

8

<0.1%

83

23

0.1%

82

18

<0.1%

81

27

0.1%

80

48

0.3%

79

31

0.2%

78

56

0.3%

mentality_composure

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

attacking_short_passing

0.73

skill_ball_control

0.72

passing

0.71

overall

0.71

movement_reactions

0.69

skill_long_passing

0.69

mentality_vision

0.67

skill_curve

0.66

skill_dribbling

0.66

power_long_shots

0.66

attacking_volleys

0.63

mentality_positioning

0.63

power_shot_power

0.63

dribbling

0.62

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.61

team_position

0.42

league_name

0.37

international_reputation

0.37

real_face

0.34

work_rate

0.33

weak_foot

0.31

player_tags

0.28

nation_position

0.22

league_rank

0.14

contract_valid_until

0.12

preferred_foot

0.06

MOST FREQUENT VALUES

58

725

3.8%

62

703

3.7%

60

694

3.7%

65

691

3.6%

55

656

3.5%

64

635

3.4%

59

626

3.3%

63

586

3.1%

68

584

3.1%

57

584

3.1%

66

568

3.0%

56

549

2.9%

67

528

2.8%

61

524

2.8%

70

520

2.7%

SMALLEST VALUES

12

4

<0.1%

13

4

<0.1%

14

2

<0.1%

15

3

<0.1%

16

2

<0.1%

17

3

<0.1%

18

4

<0.1%

19

7

<0.1%

20

6

<0.1%

21

33

0.2%

22

40

0.2%

23

43

0.2%

24

35

0.2%

25

32

0.2%

26

42

0.2%

LARGEST VALUES

96

1

<0.1%

95

1

<0.1%

94

1

<0.1%

93

2

<0.1%

92

3

<0.1%

91

3

<0.1%

90

9

<0.1%

89

5

<0.1%

88

7

<0.1%

87

11

<0.1%

86

26

0.1%

85

23

0.1%

84

44

0.2%

83

48

0.3%

82

85

0.4%

defending_marking

MISSING:

18,944

(100%)

defending_standing_tackle

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

defending

0.98

defending_sliding_tackle

0.98

mentality_interceptions

0.95

mentality_aggression

0.74

skill_long_passing

0.60

power_stamina

0.59

attacking_short_passing

0.56

attacking_heading_accuracy

0.56

goalkeeping_reflexes

-0.54

goalkeeping_kicking

-0.54

goalkeeping_diving

-0.54

goalkeeping_handling

-0.54

goalkeeping_positioning

-0.53

physic

0.49

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.58

team_position

0.57

work_rate

0.43

nation_position

0.18

player_tags

0.17

league_name

0.14

real_face

0.13

preferred_foot

0.11

weak_foot

0.11

international_reputation

0.10

league_rank

0.05

contract_valid_until

0.05

MOST FREQUENT VALUES

64

633

3.3%

65

604

3.2%

63

577

3.0%

66

546

2.9%

62

543

2.9%

67

509

2.7%

68

505

2.7%

61

444

2.3%

70

431

2.3%

59

425

2.2%

60

417

2.2%

14

388

2.0%

13

386

2.0%

69

380

2.0%

58

369

1.9%

SMALLEST VALUES

5

1

<0.1%

6

3

<0.1%

7

10

<0.1%

8

19

0.1%

9

45

0.2%

10

205

1.1%

11

335

1.8%

12

366

1.9%

13

386

2.0%

14

388

2.0%

15

324

1.7%

16

220

1.2%

17

235

1.2%

18

261

1.4%

19

263

1.4%

LARGEST VALUES

93

1

<0.1%

90

3

<0.1%

89

4

<0.1%

88

5

<0.1%

87

11

<0.1%

86

16

<0.1%

85

13

<0.1%

84

24

0.1%

83

34

0.2%

82

35

0.2%

81

51

0.3%

80

85

0.4%

79

89

0.5%

78

133

0.7%

77

163

0.9%

defending_sliding_tackle

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

defending_standing_tackle

0.98

defending

0.96

mentality_interceptions

0.94

mentality_aggression

0.72

skill_long_passing

0.57

power_stamina

0.56

attacking_heading_accuracy

0.54

attacking_short_passing

0.53

goalkeeping_reflexes

-0.52

goalkeeping_kicking

-0.52

goalkeeping_diving

-0.52

goalkeeping_handling

-0.52

goalkeeping_positioning

-0.51

shooting

-0.47

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

team_position

0.57

skill_moves

0.57

work_rate

0.42

nation_position

0.18

player_tags

0.16

league_name

0.13

preferred_foot

0.12

weak_foot

0.11

real_face

0.11

international_reputation

0.08

contract_valid_until

0.05

league_rank

0.05

MOST FREQUENT VALUES

62

613

3.2%

64

571

3.0%

65

522

2.8%

63

519

2.7%

61

504

2.7%

60

496

2.6%

58

473

2.5%

59

458

2.4%

13

445

2.3%

66

435

2.3%

12

424

2.2%

14

412

2.2%

57

411

2.2%

68

403

2.1%

67

402

2.1%

SMALLEST VALUES

4

1

<0.1%

6

4

<0.1%

7

4

<0.1%

8

20

0.1%

9

44

0.2%

10

231

1.2%

11

324

1.7%

12

424

2.2%

13

445

2.3%

14

412

2.2%

15

298

1.6%

16

278

1.5%

17

269

1.4%

18

315

1.7%

19

322

1.7%

LARGEST VALUES

90

3

<0.1%

88

2

<0.1%

87

5

<0.1%

86

9

<0.1%

85

13

<0.1%

84

10

<0.1%

83

17

<0.1%

82

27

0.1%

81

42

0.2%

80

52

0.3%

79

49

0.3%

78

61

0.3%

77

102

0.5%

76

143

0.8%

75

140

0.7%

goalkeeping_diving

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

gk_diving

1.00

goalkeeping_reflexes

0.97

goalkeeping_handling

0.97

goalkeeping_positioning

0.97

goalkeeping_kicking

0.97

gk_reflexes

0.92

gk_positioning

0.86

gk_handling

0.85

skill_ball_control

-0.80

skill_dribbling

-0.76

gk_kicking

0.75

attacking_heading_accuracy

-0.74

attacking_short_passing

-0.73

power_stamina

-0.69

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.97

team_position

0.62

work_rate

0.32

weak_foot

0.25

nation_position

0.19

preferred_foot

0.10

player_tags

0.09

league_name

0.04

contract_valid_until

0.03

league_rank

0.02

international_reputation

0.01

real_face

0.01

MOST FREQUENT VALUES

8

1,689

8.9%

7

1,669

8.8%

12

1,668

8.8%

11

1,640

8.7%

14

1,638

8.6%

9

1,636

8.6%

10

1,635

8.6%

13

1,622

8.6%

6

1,453

7.7%

15

1,222

6.5%

5

490

2.6%

16

434

2.3%

66

116

0.6%

64

114

0.6%

65

112

0.6%

SMALLEST VALUES

1

2

<0.1%

2

5

<0.1%

3

13

<0.1%

4

14

<0.1%

5

490

2.6%

6

1,453

7.7%

7

1,669

8.8%

8

1,689

8.9%

9

1,636

8.6%

10

1,635

8.6%

11

1,640

8.7%

12

1,668

8.8%

13

1,622

8.6%

14

1,638

8.6%

15

1,222

6.5%

LARGEST VALUES

90

1

<0.1%

89

2

<0.1%

88

3

<0.1%

87

2

<0.1%

86

4

<0.1%

85

6

<0.1%

84

12

<0.1%

83

3

<0.1%

82

15

<0.1%

81

17

<0.1%

80

18

<0.1%

79

25

0.1%

78

26

0.1%

77

37

0.2%

76

34

0.2%

goalkeeping_handling

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

gk_handling

1.00

goalkeeping_reflexes

0.97

goalkeeping_diving

0.97

goalkeeping_positioning

0.97

goalkeeping_kicking

0.97

gk_positioning

0.88

gk_diving

0.85

gk_reflexes

0.83

skill_ball_control

-0.80

gk_kicking

0.77

skill_dribbling

-0.76

attacking_heading_accuracy

-0.74

attacking_short_passing

-0.73

power_stamina

-0.69

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.97

team_position

0.61

work_rate

0.32

weak_foot

0.25

nation_position

0.19

preferred_foot

0.10

player_tags

0.10

league_name

0.04

contract_valid_until

0.03

league_rank

0.02

international_reputation

0.01

real_face

0.01

MOST FREQUENT VALUES

10

1,721

9.1%

12

1,710

9.0%

11

1,665

8.8%

13

1,663

8.8%

7

1,662

8.8%

9

1,649

8.7%

14

1,637

8.6%

8

1,617

8.5%

6

1,352

7.1%

15

1,152

6.1%

16

493

2.6%

5

476

2.5%

62

126

0.7%

63

119

0.6%

60

119

0.6%

SMALLEST VALUES

1

2

<0.1%

2

7

<0.1%

3

16

<0.1%

4

12

<0.1%

5

476

2.5%

6

1,352

7.1%

7

1,662

8.8%

8

1,617

8.5%

9

1,649

8.7%

10

1,721

9.1%

11

1,665

8.8%

12

1,710

9.0%

13

1,663

8.8%

14

1,637

8.6%

15

1,152

6.1%

LARGEST VALUES

92

1

<0.1%

89

1

<0.1%

88

1

<0.1%

87

1

<0.1%

86

1

<0.1%

85

3

<0.1%

84

1

<0.1%

83

2

<0.1%

82

10

<0.1%

81

8

<0.1%

80

14

<0.1%

79

9

<0.1%

78

15

<0.1%

77

19

0.1%

76

27

0.1%

goalkeeping_kicking

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

gk_kicking

1.00

goalkeeping_reflexes

0.97

goalkeeping_diving

0.97

goalkeeping_handling

0.97

goalkeeping_positioning

0.97

skill_ball_control

-0.79

gk_handling

0.77

gk_positioning

0.76

skill_dribbling

-0.76

gk_diving

0.75

attacking_heading_accuracy

-0.74

gk_reflexes

0.74

attacking_short_passing

-0.73

power_stamina

-0.69

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.97

team_position

0.61

work_rate

0.32

weak_foot

0.25

nation_position

0.19

preferred_foot

0.11

player_tags

0.10

league_name

0.04

contract_valid_until

0.03

league_rank

0.02

international_reputation

0.02

real_face

0.01

MOST FREQUENT VALUES

9

1,717

9.1%

12

1,701

9.0%

13

1,685

8.9%

14

1,673

8.8%

7

1,666

8.8%

10

1,614

8.5%

8

1,610

8.5%

11

1,594

8.4%

6

1,397

7.4%

15

1,139

6.0%

5

502

2.6%

16

476

2.5%

60

139

0.7%

58

128

0.7%

62

124

0.7%

SMALLEST VALUES

1

3

<0.1%

2

4

<0.1%

3

16

<0.1%

4

12

<0.1%

5

502

2.6%

6

1,397

7.4%

7

1,666

8.8%

8

1,610

8.5%

9

1,717

9.1%

10

1,614

8.5%

11

1,594

8.4%

12

1,701

9.0%

13

1,685

8.9%

14

1,673

8.8%

15

1,139

6.0%

LARGEST VALUES

93

1

<0.1%

91

1

<0.1%

90

1

<0.1%

88

1

<0.1%

87

2

<0.1%

85

3

<0.1%

84

3

<0.1%

83

4

<0.1%

82

4

<0.1%

81

5

<0.1%

80

6

<0.1%

79

8

<0.1%

78

13

<0.1%

77

19

0.1%

76

18

<0.1%

goalkeeping_positioning

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

gk_positioning

1.00

goalkeeping_reflexes

0.97

goalkeeping_diving

0.97

goalkeeping_handling

0.97

goalkeeping_kicking

0.97

gk_handling

0.88

gk_diving

0.86

gk_reflexes

0.86

skill_ball_control

-0.79

gk_kicking

0.76

skill_dribbling

-0.76

attacking_heading_accuracy

-0.74

attacking_short_passing

-0.73

power_stamina

-0.69

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.97

team_position

0.62

work_rate

0.32

weak_foot

0.25

nation_position

0.20

preferred_foot

0.11

player_tags

0.10

league_name

0.04

contract_valid_until

0.03

league_rank

0.02

international_reputation

0.02

real_face

0.00

MOST FREQUENT VALUES

8

1,760

9.3%

7

1,706

9.0%

10

1,689

8.9%

11

1,680

8.9%

9

1,649

8.7%

12

1,618

8.5%

14

1,616

8.5%

13

1,554

8.2%

6

1,327

7.0%

15

1,222

6.5%

5

504

2.7%

16

459

2.4%

66

111

0.6%

65

107

0.6%

62

103

0.5%

SMALLEST VALUES

1

2

<0.1%

2

7

<0.1%

3

13

<0.1%

4

19

0.1%

5

504

2.7%

6

1,327

7.0%

7

1,706

9.0%

8

1,760

9.3%

9

1,649

8.7%

10

1,689

8.9%

11

1,680

8.9%

12

1,618

8.5%

13

1,554

8.2%

14

1,616

8.5%

15

1,222

6.5%

LARGEST VALUES

91

2

<0.1%

90

1

<0.1%

89

1

<0.1%

88

1

<0.1%

87

2

<0.1%

86

2

<0.1%

85

1

<0.1%

84

5

<0.1%

83

8

<0.1%

82

13

<0.1%

81

13

<0.1%

80

13

<0.1%

79

24

0.1%

78

12

<0.1%

77

29

0.2%

goalkeeping_reflexes

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

gk_reflexes

1.00

goalkeeping_diving

0.97

goalkeeping_handling

0.97

goalkeeping_positioning

0.97

goalkeeping_kicking

0.97

gk_diving

0.92

gk_positioning

0.86

gk_handling

0.83

skill_ball_control

-0.80

skill_dribbling

-0.76

attacking_heading_accuracy

-0.74

gk_kicking

0.74

attacking_short_passing

-0.73

power_stamina

-0.69

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.97

team_position

0.62

work_rate

0.32

weak_foot

0.26

nation_position

0.19

preferred_foot

0.10

player_tags

0.10

league_name

0.04

contract_valid_until

0.03

league_rank

0.02

international_reputation

0.01

real_face

0.01

MOST FREQUENT VALUES

10

1,687

8.9%

11

1,684

8.9%

7

1,681

8.9%

9

1,681

8.9%

13

1,653

8.7%

8

1,646

8.7%

12

1,631

8.6%

14

1,628

8.6%

6

1,402

7.4%

15

1,158

6.1%

5

485

2.6%

16

436

2.3%

64

113

0.6%

63

103

0.5%

68

102

0.5%

SMALLEST VALUES

1

2

<0.1%

2

3

<0.1%

3

17

<0.1%

4

18

<0.1%

5

485

2.6%

6

1,402

7.4%

7

1,681

8.9%

8

1,646

8.7%

9

1,681

8.9%

10

1,687

8.9%

11

1,684

8.9%

12

1,631

8.6%

13

1,653

8.7%

14

1,628

8.6%

15

1,158

6.1%

LARGEST VALUES

90

4

<0.1%

89

6

<0.1%

88

7

<0.1%

87

3

<0.1%

86

9

<0.1%

85

5

<0.1%

84

14

<0.1%

83

12

<0.1%

82

16

<0.1%

81

14

<0.1%

80

26

0.1%

79

35

0.2%

78

33

0.2%

77

36

0.2%

76

33

0.2%

ls

MISSING:

---

708

4%

-

61+2

702

4%

-

60+2

686

4%

-

58+2

674

4%

-

59+2

671

4%

-

57+2

626

3%

-

63+2

624

3%

-

62+2

605

3%

-

55+2

582

3%

-

56+2

570

3%

-

54+2

560

3%

-

52+2

545

3%

-

53+2

535

3%

-

64+2

509

3%

-

51+2

496

3%

-

65+2

455

2%

-

66+2

411

2%

-

50+2

393

2%

-

49+2

388

2%

-

67+2

375

2%

-

48+2

358

2%

-

46+2

347

2%

-

47+2

338

2%

-

68+2

301

2%

-

69+2

297

2%

-

45+2

261

1%

-

44+2

261

1%

-

70+2

214

1%

-

28+2

210

1%

-

43+2

206

1%

-

27+2

193

1%

-

71+2

186

<1%

-

29+2

182

<1%

-

42+2

178

<1%

-

41+2

175

<1%

-

72+2

155

<1%

-

26+2

150

<1%

-

30+2

150

<1%

-

20+2

147

<1%

-

21+2

144

<1%

-

22+2

134

<1%

-

19+2

127

<1%

-

40+2

125

<1%

-

25+2

106

<1%

-

39+2

101

<1%

-

23+2

98

<1%

-

73+2

97

<1%

-

74+2

97

<1%

-

24+2

89

<1%

-

67+0

88

<1%

-

31+2

84

<1%

-

70+0

75

<1%

-

64+0

75

<1%

-

38+2

72

<1%

-

65+0

66

<1%

-

66+0

64

<1%

-

69+0

63

<1%

-

71+0

62

<1%

-

75+2

60

<1%

-

72+0

58

<1%

-

68+0

1,635

9%

-

(Other)

st

MISSING:

---

708

4%

-

61+2

702

4%

-

60+2

686

4%

-

58+2

674

4%

-

59+2

671

4%

-

57+2

626

3%

-

63+2

624

3%

-

62+2

605

3%

-

55+2

582

3%

-

56+2

570

3%

-

54+2

560

3%

-

52+2

545

3%

-

53+2

535

3%

-

64+2

509

3%

-

51+2

496

3%

-

65+2

455

2%

-

66+2

411

2%

-

50+2

393

2%

-

49+2

388

2%

-

67+2

375

2%

-

48+2

358

2%

-

46+2

347

2%

-

47+2

338

2%

-

68+2

301

2%

-

69+2

297

2%

-

45+2

261

1%

-

44+2

261

1%

-

70+2

214

1%

-

28+2

210

1%

-

43+2

206

1%

-

27+2

193

1%

-

71+2

186

<1%

-

29+2

182

<1%

-

42+2

178

<1%

-

41+2

175

<1%

-

72+2

155

<1%

-

26+2

150

<1%

-

30+2

150

<1%

-

20+2

147

<1%

-

21+2

144

<1%

-

22+2

134

<1%

-

19+2

127

<1%

-

40+2

125

<1%

-

25+2

106

<1%

-

39+2

101

<1%

-

23+2

98

<1%

-

73+2

97

<1%

-

74+2

97

<1%

-

24+2

89

<1%

-

67+0

88

<1%

-

31+2

84

<1%

-

70+0

75

<1%

-

64+0

75

<1%

-

38+2

72

<1%

-

65+0

66

<1%

-

66+0

64

<1%

-

69+0

63

<1%

-

71+0

62

<1%

-

75+2

60

<1%

-

72+0

58

<1%

-

68+0

1,635

9%

-

(Other)

rs

MISSING:

---

708

4%

-

61+2

702

4%

-

60+2

686

4%

-

58+2

674

4%

-

59+2

671

4%

-

57+2

626

3%

-

63+2

624

3%

-

62+2

605

3%

-

55+2

582

3%

-

56+2

570

3%

-

54+2

560

3%

-

52+2

545

3%

-

53+2

535

3%

-

64+2

509

3%

-

51+2

496

3%

-

65+2

455

2%

-

66+2

411

2%

-

50+2

393

2%

-

49+2

388

2%

-

67+2

375

2%

-

48+2

358

2%

-

46+2

347

2%

-

47+2

338

2%

-

68+2

301

2%

-

69+2

297

2%

-

45+2

261

1%

-

44+2

261

1%

-

70+2

214

1%

-

28+2

210

1%

-

43+2

206

1%

-

27+2

193

1%

-

71+2

186

<1%

-

29+2

182

<1%

-

42+2

178

<1%

-

41+2

175

<1%

-

72+2

155

<1%

-

26+2

150

<1%

-

30+2

150

<1%

-

20+2

147

<1%

-

21+2

144

<1%

-

22+2

134

<1%

-

19+2

127

<1%

-

40+2

125

<1%

-

25+2

106

<1%

-

39+2

101

<1%

-

23+2

98

<1%

-

73+2

97

<1%

-

74+2

97

<1%

-

24+2

89

<1%

-

67+0

88

<1%

-

31+2

84

<1%

-

70+0

75

<1%

-

64+0

75

<1%

-

38+2

72

<1%

-

65+0

66

<1%

-

66+0

64

<1%

-

69+0

63

<1%

-

71+0

62

<1%

-

75+2

60

<1%

-

72+0

58

<1%

-

68+0

1,635

9%

-

(Other)

lw

MISSING:

---

749

4%

-

64+0

732

4%

-

63+0

730

4%

-

61+0

717

4%

-

60+0

716

4%

-

62+0

713

4%

-

65+0

695

4%

-

59+0

665

4%

-

58+0

609

3%

-

66+0

608

3%

-

57+0

597

3%

-

56+0

586

3%

-

67+0

537

3%

-

55+0

516

3%

-

69+0

500

3%

-

68+0

463

2%

-

54+0

447

2%

-

53+0

438

2%

-

52+0

373

2%

-

70+0

355

2%

-

51+0

349

2%

-

71+0

329

2%

-

50+0

328

2%

-

49+0

298

2%

-

72+0

281

1%

-

73+0

263

1%

-

48+0

243

1%

-

47+0

231

1%

-

45+0

212

1%

-

74+0

193

1%

-

75+0

193

1%

-

26+0

192

1%

-

25+0

190

1%

-

46+0

174

<1%

-

42+0

173

<1%

-

43+0

167

<1%

-

18+0

163

<1%

-

27+0

162

<1%

-

19+0

160

<1%

-

44+0

152

<1%

-

41+0

142

<1%

-

24+0

138

<1%

-

40+0

131

<1%

-

23+0

130

<1%

-

28+0

123

<1%

-

76+0

115

<1%

-

20+0

111

<1%

-

17+0

108

<1%

-

29+0

104

<1%

-

22+0

101

<1%

-

39+0

101

<1%

-

77+0

98

<1%

-

38+0

93

<1%

-

36+0

92

<1%

-

37+0

91

<1%

-

21+0

82

<1%

-

78+0

73

<1%

-

16+0

69

<1%

-

30+0

66

<1%

-

35+0

62

<1%

-

79+0

715

4%

-

(Other)

lf

MISSING:

---

771

4%

-

62+0

769

4%

-

61+0

735

4%

-

60+0

728

4%

-

63+0

673

4%

-

64+0

669

4%

-

59+0

648

3%

-

58+0

632

3%

-

65+0

624

3%

-

66+0

614

3%

-

57+0

595

3%

-

56+0

556

3%

-

67+0

532

3%

-

55+0

502

3%

-

68+0

498

3%

-

54+0

454

2%

-

69+0

446

2%

-

53+0

421

2%

-

52+0

410

2%

-

70+0

404

2%

-

51+0

367

2%

-

71+0

339

2%

-

50+0

336

2%

-

49+0

312

2%

-

48+0

297

2%

-

47+0

282

1%

-

72+0

245

1%

-

73+0

228

1%

-

46+0

225

1%

-

45+0

221

1%

-

74+0

196

1%

-

44+0

195

1%

-

43+0

191

1%

-

27+0

177

<1%

-

42+0

170

<1%

-

28+0

168

<1%

-

75+0

164

<1%

-

26+0

158

<1%

-

40+0

158

<1%

-

20+0

150

<1%

-

25+0

149

<1%

-

41+0

144

<1%

-

21+0

141

<1%

-

29+0

133

<1%

-

30+0

126

<1%

-

76+0

124

<1%

-

24+0

123

<1%

-

19+0

111

<1%

-

77+0

107

<1%

-

39+0

106

<1%

-

38+0

104

<1%

-

31+0

103

<1%

-

23+0

99

<1%

-

22+0

97

<1%

-

18+0

83

<1%

-

37+0

76

<1%

-

36+0

75

<1%

-

78+0

74

<1%

-

35+0

68

<1%

-

33+0

61

<1%

-

79+0

580

3%

-

(Other)

cf

MISSING:

---

771

4%

-

62+0

769

4%

-

61+0

735

4%

-

60+0

728

4%

-

63+0

673

4%

-

64+0

669

4%

-

59+0

648

3%

-

58+0

632

3%

-

65+0

624

3%

-

66+0

614

3%

-

57+0

595

3%

-

56+0

556

3%

-

67+0

532

3%

-

55+0

502

3%

-

68+0

498

3%

-

54+0

454

2%

-

69+0

446

2%

-

53+0

421

2%

-

52+0

410

2%

-

70+0

404

2%

-

51+0

367

2%

-

71+0

339

2%

-

50+0

336

2%

-

49+0

312

2%

-

48+0

297

2%

-

47+0

282

1%

-

72+0

245

1%

-

73+0

228

1%

-

46+0

225

1%

-

45+0

221

1%

-

74+0

196

1%

-

44+0

195

1%

-

43+0

191

1%

-

27+0

177

<1%

-

42+0

170

<1%

-

28+0

168

<1%

-

75+0

164

<1%

-

26+0

158

<1%

-

40+0

158

<1%

-

20+0

150

<1%

-

25+0

149

<1%

-

41+0

144

<1%

-

21+0

141

<1%

-

29+0

133

<1%

-

30+0

126

<1%

-

76+0

124

<1%

-

24+0

123

<1%

-

19+0

111

<1%

-

77+0

107

<1%

-

39+0

106

<1%

-

38+0

104

<1%

-

31+0

103

<1%

-

23+0

99

<1%

-

22+0

97

<1%

-

18+0

83

<1%

-

37+0

76

<1%

-

36+0

75

<1%

-

78+0

74

<1%

-

35+0

68

<1%

-

33+0

61

<1%

-

79+0

580

3%

-

(Other)

rf

MISSING:

---

771

4%

-

62+0

769

4%

-

61+0

735

4%

-

60+0

728

4%

-

63+0

673

4%

-

64+0

669

4%

-

59+0

648

3%

-

58+0

632

3%

-

65+0

624

3%

-

66+0

614

3%

-

57+0

595

3%

-

56+0

556

3%

-

67+0

532

3%

-

55+0

502

3%

-

68+0

498

3%

-

54+0

454

2%

-

69+0

446

2%

-

53+0

421

2%

-

52+0

410

2%

-

70+0

404

2%

-

51+0

367

2%

-

71+0

339

2%

-

50+0

336

2%

-

49+0

312

2%

-

48+0

297

2%

-

47+0

282

1%

-

72+0

245

1%

-

73+0

228

1%

-

46+0

225

1%

-

45+0

221

1%

-

74+0

196

1%

-

44+0

195

1%

-

43+0

191

1%

-

27+0

177

<1%

-

42+0

170

<1%

-

28+0

168

<1%

-

75+0

164

<1%

-

26+0

158

<1%

-

40+0

158

<1%

-

20+0

150

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-

25+0

149

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-

41+0

144

<1%

-

21+0

141

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29+0

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-

30+0

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-

76+0

124

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24+0

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19+0

111

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-

77+0

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39+0

106

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-

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104

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-

31+0

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-

23+0

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-

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-

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-

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-

36+0

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-

78+0

74

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-

35+0

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-

33+0

61

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-

79+0

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3%

-

(Other)

rw

MISSING:

---

749

4%

-

64+0

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4%

-

63+0

730

4%

-

61+0

717

4%

-

60+0

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4%

-

62+0

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4%

-

65+0

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4%

-

59+0

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4%

-

58+0

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3%

-

66+0

608

3%

-

57+0

597

3%

-

56+0

586

3%

-

67+0

537

3%

-

55+0

516

3%

-

69+0

500

3%

-

68+0

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2%

-

54+0

447

2%

-

53+0

438

2%

-

52+0

373

2%

-

70+0

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2%

-

51+0

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2%

-

71+0

329

2%

-

50+0

328

2%

-

49+0

298

2%

-

72+0

281

1%

-

73+0

263

1%

-

48+0

243

1%

-

47+0

231

1%

-

45+0

212

1%

-

74+0

193

1%

-

75+0

193

1%

-

26+0

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1%

-

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1%

-

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-

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-

43+0

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-

18+0

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-

27+0

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-

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-

44+0

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-

41+0

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-

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-

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-

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-

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-

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-

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-

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-

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-

37+0

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-

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-

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-

16+0

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30+0

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-

35+0

62

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-

79+0

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(Other)

lam

MISSING:

---

713

4%

-

62+2

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4%

-

59+2

709

4%

-

61+2

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4%

-

63+2

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4%

-

60+2

649

3%

-

57+2

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3%

-

64+2

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3%

-

58+2

595

3%

-

56+2

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3%

-

65+2

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3%

-

55+2

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3%

-

66+2

508

3%

-

54+2

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2%

-

67+2

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2%

-

53+2

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2%

-

52+2

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2%

-

68+2

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2%

-

51+2

351

2%

-

50+2

347

2%

-

49+2

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2%

-

69+2

289

2%

-

48+2

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1%

-

70+2

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1%

-

47+2

253

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-

71+2

211

1%

-

45+2

207

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-

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-

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-

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-

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-

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-

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-

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-

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-

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-

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-

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-

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-

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-

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-

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-

32+2

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-

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-

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-

36+2

75

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-

37+2

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65+1

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-

18+2

2,182

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-

(Other)

cam

MISSING:

---

713

4%

-

62+2

712

4%

-

59+2

709

4%

-

61+2

673

4%

-

63+2

668

4%

-

60+2

649

3%

-

57+2

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3%

-

64+2

615

3%

-

58+2

595

3%

-

56+2

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3%

-

65+2

566

3%

-

55+2

524

3%

-

66+2

508

3%

-

54+2

451

2%

-

67+2

435

2%

-

53+2

406

2%

-

52+2

404

2%

-

68+2

355

2%

-

51+2

351

2%

-

50+2

347

2%

-

49+2

318

2%

-

69+2

289

2%

-

48+2

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1%

-

70+2

268

1%

-

47+2

253

1%

-

71+2

211

1%

-

45+2

207

1%

-

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-

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-

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-

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-

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-

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-

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-

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-

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-

26+2

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-

25+2

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21+2

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-

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-

23+2

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-

74+2

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-

24+2

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-

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-

31+2

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-

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-

75+2

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-

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-

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-

33+2

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-

32+2

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-

76+2

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-

34+2

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-

35+2

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-

36+2

75

<1%

-

37+2

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<1%

-

65+1

65

<1%

-

18+2

2,182

12%

-

(Other)

ram

MISSING:

---

713

4%

-

62+2

712

4%

-

59+2

709

4%

-

61+2

673

4%

-

63+2

668

4%

-

60+2

649

3%

-

57+2

637

3%

-

64+2

615

3%

-

58+2

595

3%

-

56+2

566

3%

-

65+2

566

3%

-

55+2

524

3%

-

66+2

508

3%

-

54+2

451

2%

-

67+2

435

2%

-

53+2

406

2%

-

52+2

404

2%

-

68+2

355

2%

-

51+2

351

2%

-

50+2

347

2%

-

49+2

318

2%

-

69+2

289

2%

-

48+2

271

1%

-

70+2

268

1%

-

47+2

253

1%

-

71+2

211

1%

-

45+2

207

1%

-

72+2

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-

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-

46+2

180

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-

44+2

164

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-

43+2

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-

28+2

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-

42+2

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-

20+2

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-

41+2

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-

27+2

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-

26+2

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-

25+2

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-

21+2

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-

22+2

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-

23+2

132

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-

74+2

131

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-

24+2

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-

29+2

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-

31+2

121

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-

40+2

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-

75+2

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19+2

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-

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-

39+2

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-

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-

33+2

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-

32+2

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-

76+2

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-

34+2

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-

35+2

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-

36+2

75

<1%

-

37+2

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65+1

65

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18+2

2,182

12%

-

(Other)

lm

MISSING:

---

745

4%

-

61+2

723

4%

-

62+2

692

4%

-

63+2

682

4%

-

59+2

668

4%

-

64+2

646

3%

-

57+2

635

3%

-

58+2

624

3%

-

60+2

586

3%

-

56+2

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3%

-

55+2

561

3%

-

65+2

549

3%

-

66+2

485

3%

-

54+2

470

2%

-

67+2

438

2%

-

53+2

408

2%

-

68+2

382

2%

-

52+2

370

2%

-

51+2

342

2%

-

50+2

327

2%

-

70+2

324

2%

-

69+2

279

1%

-

49+2

257

1%

-

71+2

246

1%

-

47+2

244

1%

-

48+2

212

1%

-

72+2

208

1%

-

73+2

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1%

-

46+2

188

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-

26+2

182

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-

45+2

174

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27+2

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-

44+2

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-

74+2

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43+2

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19+2

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-

20+2

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<1%

-

21+2

142

<1%

-

25+2

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<1%

-

28+2

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-

24+2

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-

29+2

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-

42+2

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-

69+1

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-

65+1

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-

75+2

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-

23+2

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-

66+1

103

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-

22+2

101

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-

30+2

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41+2

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40+2

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68+1

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67+1

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64+1

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71+1

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31+2

82

<1%

-

76+2

81

<1%

-

70+1

79

<1%

-

37+2

2,195

12%

-

(Other)

lcm

MISSING:

---

776

4%

-

61+2

761

4%

-

59+2

748

4%

-

60+2

720

4%

-

58+2

717

4%

-

62+2

716

4%

-

57+2

691

4%

-

56+2

682

4%

-

55+2

655

3%

-

54+2

635

3%

-

63+2

590

3%

-

53+2

556

3%

-

64+2

554

3%

-

65+2

521

3%

-

52+2

500

3%

-

51+2

476

3%

-

66+2

458

2%

-

50+2

408

2%

-

67+2

396

2%

-

48+2

389

2%

-

49+2

373

2%

-

68+2

309

2%

-

47+2

291

2%

-

69+2

259

1%

-

70+2

239

1%

-

46+2

226

1%

-

45+2

222

1%

-

71+2

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-

72+2

178

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-

44+2

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-

43+2

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26+2

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-

23+2

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21+2

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25+2

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24+2

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42+2

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22+2

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27+2

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-

20+2

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73+2

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28+2

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41+2

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40+2

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-

30+2

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74+2

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-

75+2

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32+2

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39+2

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33+2

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19+2

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34+2

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37+2

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67+0

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77+2

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38+2

52

<1%

-

76+2

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<1%

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36+2

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18+2

1,451

8%

-

(Other)

cm

MISSING:

---

776

4%

-

61+2

761

4%

-

59+2

748

4%

-

60+2

720

4%

-

58+2

717

4%

-

62+2

716

4%

-

57+2

691

4%

-

56+2

682

4%

-

55+2

655

3%

-

54+2

635

3%

-

63+2

590

3%

-

53+2

556

3%

-

64+2

554

3%

-

65+2

521

3%

-

52+2

500

3%

-

51+2

476

3%

-

66+2

458

2%

-

50+2

408

2%

-

67+2

396

2%

-

48+2

389

2%

-

49+2

373

2%

-

68+2

309

2%

-

47+2

291

2%

-

69+2

259

1%

-

70+2

239

1%

-

46+2

226

1%

-

45+2

222

1%

-

71+2

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-

72+2

178

<1%

-

44+2

176

<1%

-

43+2

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-

26+2

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23+2

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21+2

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25+2

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24+2

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42+2

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<1%

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22+2

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-

27+2

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20+2

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73+2

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28+2

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41+2

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29+2

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40+2

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-

30+2

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74+2

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31+2

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-

75+2

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32+2

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39+2

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33+2

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19+2

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34+2

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37+2

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67+0

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77+2

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38+2

52

<1%

-

76+2

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36+2

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<1%

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18+2

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8%

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(Other)

rcm

MISSING:

---

776

4%

-

61+2

761

4%

-

59+2

748

4%

-

60+2

720

4%

-

58+2

717

4%

-

62+2

716

4%

-

57+2

691

4%

-

56+2

682

4%

-

55+2

655

3%

-

54+2

635

3%

-

63+2

590

3%

-

53+2

556

3%

-

64+2

554

3%

-

65+2

521

3%

-

52+2

500

3%

-

51+2

476

3%

-

66+2

458

2%

-

50+2

408

2%

-

67+2

396

2%

-

48+2

389

2%

-

49+2

373

2%

-

68+2

309

2%

-

47+2

291

2%

-

69+2

259

1%

-

70+2

239

1%

-

46+2

226

1%

-

45+2

222

1%

-

71+2

189

<1%

-

72+2

178

<1%

-

44+2

176

<1%

-

43+2

173

<1%

-

26+2

166

<1%

-

23+2

156

<1%

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21+2

155

<1%

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25+2

152

<1%

-

24+2

149

<1%

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42+2

142

<1%

-

22+2

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<1%

-

27+2

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<1%

-

20+2

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<1%

-

73+2

119

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-

28+2

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-

41+2

108

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29+2

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-

40+2

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-

30+2

101

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-

74+2

92

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-

31+2

87

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-

75+2

85

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-

32+2

77

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-

39+2

69

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-

33+2

69

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19+2

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-

34+2

59

<1%

-

37+2

55

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67+0

54

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-

77+2

54

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-

38+2

52

<1%

-

76+2

51

<1%

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36+2

49

<1%

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18+2

1,451

8%

-

(Other)

rm

MISSING:

---

745

4%

-

61+2

723

4%

-

62+2

692

4%

-

63+2

682

4%

-

59+2

668

4%

-

64+2

646

3%

-

57+2

635

3%

-

58+2

624

3%

-

60+2

586

3%

-

56+2

575

3%

-

55+2

561

3%

-

65+2

549

3%

-

66+2

485

3%

-

54+2

470

2%

-

67+2

438

2%

-

53+2

408

2%

-

68+2

382

2%

-

52+2

370

2%

-

51+2

342

2%

-

50+2

327

2%

-

70+2

324

2%

-

69+2

279

1%

-

49+2

257

1%

-

71+2

246

1%

-

47+2

244

1%

-

48+2

212

1%

-

72+2

208

1%

-

73+2

191

1%

-

46+2

188

<1%

-

26+2

182

<1%

-

45+2

174

<1%

-

27+2

168

<1%

-

44+2

163

<1%

-

74+2

158

<1%

-

43+2

155

<1%

-

19+2

150

<1%

-

20+2

143

<1%

-

21+2

142

<1%

-

25+2

140

<1%

-

28+2

135

<1%

-

24+2

129

<1%

-

29+2

116

<1%

-

42+2

112

<1%

-

69+1

108

<1%

-

65+1

108

<1%

-

75+2

107

<1%

-

23+2

104

<1%

-

66+1

103

<1%

-

22+2

101

<1%

-

30+2

101

<1%

-

18+2

100

<1%

-

41+2

100

<1%

-

40+2

94

<1%

-

68+1

92

<1%

-

67+1

92

<1%

-

64+1

87

<1%

-

71+1

86

<1%

-

31+2

82

<1%

-

76+2

81

<1%

-

70+1

79

<1%

-

37+2

2,195

12%

-

(Other)

lwb

MISSING:

---

717

4%

-

59+2

710

4%

-

57+2

698

4%

-

60+2

675

4%

-

61+2

668

4%

-

58+2

647

3%

-

54+2

647

3%

-

63+2

632

3%

-

62+2

620

3%

-

56+2

608

3%

-

55+2

582

3%

-

53+2

564

3%

-

64+2

534

3%

-

52+2

533

3%

-

51+2

512

3%

-

65+2

476

3%

-

50+2

462

2%

-

49+2

431

2%

-

66+2

424

2%

-

47+2

415

2%

-

67+2

362

2%

-

48+2

359

2%

-

68+2

340

2%

-

46+2

306

2%

-

69+2

272

1%

-

45+2

268

1%

-

70+2

246

1%

-

44+2

231

1%

-

71+2

222

1%

-

43+2

210

1%

-

26+2

196

1%

-

25+2

191

1%

-

42+2

184

<1%

-

72+2

174

<1%

-

27+2

168

<1%

-

18+2

167

<1%

-

24+2

163

<1%

-

41+2

161

<1%

-

19+2

148

<1%

-

73+2

138

<1%

-

40+2

130

<1%

-

20+2

126

<1%

-

22+2

121

<1%

-

23+2

118

<1%

-

28+2

118

<1%

-

17+2

114

<1%

-

39+2

107

<1%

-

21+2

97

<1%

-

74+2

88

<1%

-

75+2

84

<1%

-

38+2

80

<1%

-

37+2

77

<1%

-

29+2

67

<1%

-

76+2

63

<1%

-

30+2

49

<1%

-

67+1

49

<1%

-

36+2

47

<1%

-

64+1

44

<1%

-

66+1

43

<1%

-

65+1

41

<1%

-

69+1

1,220

6%

-

(Other)

ldm

MISSING:

---

614

3%

-

61+2

609

3%

-

59+2

597

3%

-

56+2

594

3%

-

60+2

586

3%

-

62+2

579

3%

-

58+2

545

3%

-

63+2

528

3%

-

57+2

523

3%

-

64+2

517

3%

-

54+2

509

3%

-

52+2

495

3%

-

65+2

480

3%

-

55+2

474

3%

-

53+2

460

2%

-

50+2

459

2%

-

51+2

453

2%

-

49+2

437

2%

-

66+2

414

2%

-

67+2

410

2%

-

48+2

379

2%

-

47+2

362

2%

-

46+2

353

2%

-

45+2

346

2%

-

68+2

343

2%

-

44+2

331

2%

-

69+2

301

2%

-

43+2

262

1%

-

42+2

245

1%

-

70+2

233

1%

-

41+2

216

1%

-

71+2

195

1%

-

72+2

186

<1%

-

40+2

177

<1%

-

26+2

176

<1%

-

22+2

170

<1%

-

21+2

170

<1%

-

25+2

167

<1%

-

38+2

165

<1%

-

27+2

165

<1%

-

39+2

148

<1%

-

28+2

147

<1%

-

29+2

144

<1%

-

20+2

143

<1%

-

23+2

143

<1%

-

37+2

137

<1%

-

24+2

134

<1%

-

73+2

127

<1%

-

36+2

125

<1%

-

74+2

104

<1%

-

32+2

101

<1%

-

30+2

101

<1%

-

31+2

99

<1%

-

19+2

96

<1%

-

35+2

80

<1%

-

75+2

77

<1%

-

33+2

76

<1%

-

34+2

64

<1%

-

66+1

61

<1%

-

76+2

61

<1%

-

69+1

1,551

8%

-

(Other)

cdm

MISSING:

---

614

3%

-

61+2

609

3%

-

59+2

597

3%

-

56+2

594

3%

-

60+2

586

3%

-

62+2

579

3%

-

58+2

545

3%

-

63+2

528

3%

-

57+2

523

3%

-

64+2

517

3%

-

54+2

509

3%

-

52+2

495

3%

-

65+2

480

3%

-

55+2

474

3%

-

53+2

460

2%

-

50+2

459

2%

-

51+2

453

2%

-

49+2

437

2%

-

66+2

414

2%

-

67+2

410

2%

-

48+2

379

2%

-

47+2

362

2%

-

46+2

353

2%

-

45+2

346

2%

-

68+2

343

2%

-

44+2

331

2%

-

69+2

301

2%

-

43+2

262

1%

-

42+2

245

1%

-

70+2

233

1%

-

41+2

216

1%

-

71+2

195

1%

-

72+2

186

<1%

-

40+2

177

<1%

-

26+2

176

<1%

-

22+2

170

<1%

-

21+2

170

<1%

-

25+2

167

<1%

-

38+2

165

<1%

-

27+2

165

<1%

-

39+2

148

<1%

-

28+2

147

<1%

-

29+2

144

<1%

-

20+2

143

<1%

-

23+2

143

<1%

-

37+2

137

<1%

-

24+2

134

<1%

-

73+2

127

<1%

-

36+2

125

<1%

-

74+2

104

<1%

-

32+2

101

<1%

-

30+2

101

<1%

-

31+2

99

<1%

-

19+2

96

<1%

-

35+2

80

<1%

-

75+2

77

<1%

-

33+2

76

<1%

-

34+2

64

<1%

-

66+1

61

<1%

-

76+2

61

<1%

-

69+1

1,551

8%

-

(Other)

rdm

MISSING:

---

614

3%

-

61+2

609

3%

-

59+2

597

3%

-

56+2

594

3%

-

60+2

586

3%

-

62+2

579

3%

-

58+2

545

3%

-

63+2

528

3%

-

57+2

523

3%

-

64+2

517

3%

-

54+2

509

3%

-

52+2

495

3%

-

65+2

480

3%

-

55+2

474

3%

-

53+2

460

2%

-

50+2

459

2%

-

51+2

453

2%

-

49+2

437

2%

-

66+2

414

2%

-

67+2

410

2%

-

48+2

379

2%

-

47+2

362

2%

-

46+2

353

2%

-

45+2

346

2%

-

68+2

343

2%

-

44+2

331

2%

-

69+2

301

2%

-

43+2

262

1%

-

42+2

245

1%

-

70+2

233

1%

-

41+2

216

1%

-

71+2

195

1%

-

72+2

186

<1%

-

40+2

177

<1%

-

26+2

176

<1%

-

22+2

170

<1%

-

21+2

170

<1%

-

25+2

167

<1%

-

38+2

165

<1%

-

27+2

165

<1%

-

39+2

148

<1%

-

28+2

147

<1%

-

29+2

144

<1%

-

20+2

143

<1%

-

23+2

143

<1%

-

37+2

137

<1%

-

24+2

134

<1%

-

73+2

127

<1%

-

36+2

125

<1%

-

74+2

104

<1%

-

32+2

101

<1%

-

30+2

101

<1%

-

31+2

99

<1%

-

19+2

96

<1%

-

35+2

80

<1%

-

75+2

77

<1%

-

33+2

76

<1%

-

34+2

64

<1%

-

66+1

61

<1%

-

76+2

61

<1%

-

69+1

1,551

8%

-

(Other)

rwb

MISSING:

---

717

4%

-

59+2

710

4%

-

57+2

698

4%

-

60+2

675

4%

-

61+2

668

4%

-

58+2

647

3%

-

54+2

647

3%

-

63+2

632

3%

-

62+2

620

3%

-

56+2

608

3%

-

55+2

582

3%

-

53+2

564

3%

-

64+2

534

3%

-

52+2

533

3%

-

51+2

512

3%

-

65+2

476

3%

-

50+2

462

2%

-

49+2

431

2%

-

66+2

424

2%

-

47+2

415

2%

-

67+2

362

2%

-

48+2

359

2%

-

68+2

340

2%

-

46+2

306

2%

-

69+2

272

1%

-

45+2

268

1%

-

70+2

246

1%

-

44+2

231

1%

-

71+2

222

1%

-

43+2

210

1%

-

26+2

196

1%

-

25+2

191

1%

-

42+2

184

<1%

-

72+2

174

<1%

-

27+2

168

<1%

-

18+2

167

<1%

-

24+2

163

<1%

-

41+2

161

<1%

-

19+2

148

<1%

-

73+2

138

<1%

-

40+2

130

<1%

-

20+2

126

<1%

-

22+2

121

<1%

-

23+2

118

<1%

-

28+2

118

<1%

-

17+2

114

<1%

-

39+2

107

<1%

-

21+2

97

<1%

-

74+2

88

<1%

-

75+2

84

<1%

-

38+2

80

<1%

-

37+2

77

<1%

-

29+2

67

<1%

-

76+2

63

<1%

-

30+2

49

<1%

-

67+1

49

<1%

-

36+2

47

<1%

-

64+1

44

<1%

-

66+1

43

<1%

-

65+1

41

<1%

-

69+1

1,220

6%

-

(Other)

lb

MISSING:

---

680

4%

-

60+2

669

4%

-

61+2

668

4%

-

62+2

660

3%

-

63+2

642

3%

-

59+2

628

3%

-

58+2

611

3%

-

57+2

596

3%

-

64+2

590

3%

-

56+2

574

3%

-

65+2

564

3%

-

55+2

528

3%

-

54+2

512

3%

-

53+2

486

3%

-

66+2

482

3%

-

52+2

479

3%

-

49+2

478

3%

-

51+2

451

2%

-

48+2

431

2%

-

67+2

416

2%

-

50+2

380

2%

-

47+2

366

2%

-

68+2

352

2%

-

46+2

336

2%

-

69+2

335

2%

-

45+2

322

2%

-

44+2

315

2%

-

70+2

303

2%

-

43+2

246

1%

-

71+2

244

1%

-

42+2

227

1%

-

26+2

223

1%

-

41+2

205

1%

-

40+2

198

1%

-

25+2

191

1%

-

72+2

175

<1%

-

24+2

165

<1%

-

39+2

162

<1%

-

27+2

161

<1%

-

73+2

160

<1%

-

18+2

156

<1%

-

19+2

142

<1%

-

17+2

141

<1%

-

38+2

132

<1%

-

20+2

130

<1%

-

23+2

126

<1%

-

37+2

118

<1%

-

22+2

118

<1%

-

74+2

117

<1%

-

21+2

98

<1%

-

28+2

91

<1%

-

75+2

86

<1%

-

36+2

82

<1%

-

29+2

67

<1%

-

35+2

54

<1%

-

76+2

51

<1%

-

77+2

50

<1%

-

16+2

45

<1%

-

33+2

39

<1%

-

78+2

39

<1%

-

30+2

851

4%

-

(Other)

lcb

MISSING:

---

528

3%

-

61+2

523

3%

-

63+2

506

3%

-

62+2

503

3%

-

58+2

495

3%

-

60+2

478

3%

-

64+2

476

3%

-

59+2

458

2%

-

65+2

432

2%

-

57+2

401

2%

-

66+2

400

2%

-

56+2

382

2%

-

53+2

378

2%

-

44+2

374

2%

-

54+2

368

2%

-

43+2

357

2%

-

47+2

356

2%

-

45+2

354

2%

-

51+2

353

2%

-

67+2

352

2%

-

49+2

348

2%

-

48+2

340

2%

-

42+2

340

2%

-

50+2

334

2%

-

55+2

333

2%

-

46+2

328

2%

-

41+2

326

2%

-

52+2

318

2%

-

40+2

300

2%

-

38+2

297

2%

-

39+2

296

2%

-

68+2

280

1%

-

69+2

261

1%

-

37+2

241

1%

-

70+2

229

1%

-

36+2

225

1%

-

35+2

224

1%

-

27+2

219

1%

-

26+2

214

1%

-

71+2

203

1%

-

28+2

177

<1%

-

20+2

173

<1%

-

22+2

169

<1%

-

72+2

164

<1%

-

21+2

160

<1%

-

34+2

157

<1%

-

25+2

153

<1%

-

23+2

152

<1%

-

29+2

147

<1%

-

24+2

138

<1%

-

33+2

130

<1%

-

73+2

128

<1%

-

32+2

126

<1%

-

30+2

110

<1%

-

19+2

105

<1%

-

31+2

98

<1%

-

66+0

93

<1%

-

74+2

92

<1%

-

69+0

91

<1%

-

67+0

90

<1%

-

75+2

2,161

11%

-

(Other)

cb

MISSING:

---

528

3%

-

61+2

523

3%

-

63+2

506

3%

-

62+2

503

3%

-

58+2

495

3%

-

60+2

478

3%

-

64+2

476

3%

-

59+2

458

2%

-

65+2

432

2%

-

57+2

401

2%

-

66+2

400

2%

-

56+2

382

2%

-

53+2

378

2%

-

44+2

374

2%

-

54+2

368

2%

-

43+2

357

2%

-

47+2

356

2%

-

45+2

354

2%

-

51+2

353

2%

-

67+2

352

2%

-

49+2

348

2%

-

48+2

340

2%

-

42+2

340

2%

-

50+2

334

2%

-

55+2

333

2%

-

46+2

328

2%

-

41+2

326

2%

-

52+2

318

2%

-

40+2

300

2%

-

38+2

297

2%

-

39+2

296

2%

-

68+2

280

1%

-

69+2

261

1%

-

37+2

241

1%

-

70+2

229

1%

-

36+2

225

1%

-

35+2

224

1%

-

27+2

219

1%

-

26+2

214

1%

-

71+2

203

1%

-

28+2

177

<1%

-

20+2

173

<1%

-

22+2

169

<1%

-

72+2

164

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21+2

160

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34+2

157

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25+2

153

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23+2

152

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29+2

147

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24+2

138

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33+2

130

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32+2

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30+2

110

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19+2

105

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31+2

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66+0

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74+2

92

<1%

-

69+0

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67+0

90

<1%

-

75+2

2,161

11%

-

(Other)

rcb

MISSING:

---

528

3%

-

61+2

523

3%

-

63+2

506

3%

-

62+2

503

3%

-

58+2

495

3%

-

60+2

478

3%

-

64+2

476

3%

-

59+2

458

2%

-

65+2

432

2%

-

57+2

401

2%

-

66+2

400

2%

-

56+2

382

2%

-

53+2

378

2%

-

44+2

374

2%

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54+2

368

2%

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43+2

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2%

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47+2

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2%

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2%

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51+2

353

2%

-

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2%

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49+2

348

2%

-

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2%

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42+2

340

2%

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50+2

334

2%

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55+2

333

2%

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46+2

328

2%

-

41+2

326

2%

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52+2

318

2%

-

40+2

300

2%

-

38+2

297

2%

-

39+2

296

2%

-

68+2

280

1%

-

69+2

261

1%

-

37+2

241

1%

-

70+2

229

1%

-

36+2

225

1%

-

35+2

224

1%

-

27+2

219

1%

-

26+2

214

1%

-

71+2

203

1%

-

28+2

177

<1%

-

20+2

173

<1%

-

22+2

169

<1%

-

72+2

164

<1%

-

21+2

160

<1%

-

34+2

157

<1%

-

25+2

153

<1%

-

23+2

152

<1%

-

29+2

147

<1%

-

24+2

138

<1%

-

33+2

130

<1%

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73+2

128

<1%

-

32+2

126

<1%

-

30+2

110

<1%

-

19+2

105

<1%

-

31+2

98

<1%

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66+0

93

<1%

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74+2

92

<1%

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69+0

91

<1%

-

67+0

90

<1%

-

75+2

2,161

11%

-

(Other)

rb

MISSING:

---

680

4%

-

60+2

669

4%

-

61+2

668

4%

-

62+2

660

3%

-

63+2

642

3%

-

59+2

628

3%

-

58+2

611

3%

-

57+2

596

3%

-

64+2

590

3%

-

56+2

574

3%

-

65+2

564

3%

-

55+2

528

3%

-

54+2

512

3%

-

53+2

486

3%

-

66+2

482

3%

-

52+2

479

3%

-

49+2

478

3%

-

51+2

451

2%

-

48+2

431

2%

-

67+2

416

2%

-

50+2

380

2%

-

47+2

366

2%

-

68+2

352

2%

-

46+2

336

2%

-

69+2

335

2%

-

45+2

322

2%

-

44+2

315

2%

-

70+2

303

2%

-

43+2

246

1%

-

71+2

244

1%

-

42+2

227

1%

-

26+2

223

1%

-

41+2

205

1%

-

40+2

198

1%

-

25+2

191

1%

-

72+2

175

<1%

-

24+2

165

<1%

-

39+2

162

<1%

-

27+2

161

<1%

-

73+2

160

<1%

-

18+2

156

<1%

-

19+2

142

<1%

-

17+2

141

<1%

-

38+2

132

<1%

-

20+2

130

<1%

-

23+2

126

<1%

-

37+2

118

<1%

-

22+2

118

<1%

-

74+2

117

<1%

-

21+2

98

<1%

-

28+2

91

<1%

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75+2

86

<1%

-

36+2

82

<1%

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29+2

67

<1%

-

35+2

54

<1%

-

76+2

51

<1%

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77+2

50

<1%

-

16+2

45

<1%

-

33+2

39

<1%

-

78+2

39

<1%

-

30+2

851

4%

-

(Other)